In [176]:
pip install -U altair_viewer
Requirement already satisfied: altair_viewer in ./anaconda3/lib/python3.11/site-packages (0.4.0) Requirement already satisfied: altair in ./anaconda3/lib/python3.11/site-packages (from altair_viewer) (5.2.0) Requirement already satisfied: altair-data-server>=0.4.0 in ./anaconda3/lib/python3.11/site-packages (from altair_viewer) (0.4.1) Requirement already satisfied: portpicker in ./anaconda3/lib/python3.11/site-packages (from altair-data-server>=0.4.0->altair_viewer) (1.6.0) Requirement already satisfied: tornado in ./anaconda3/lib/python3.11/site-packages (from altair-data-server>=0.4.0->altair_viewer) (6.3.2) Requirement already satisfied: jinja2 in ./anaconda3/lib/python3.11/site-packages (from altair->altair_viewer) (3.1.2) Requirement already satisfied: jsonschema>=3.0 in ./anaconda3/lib/python3.11/site-packages (from altair->altair_viewer) (4.17.3) Requirement already satisfied: numpy in ./anaconda3/lib/python3.11/site-packages (from altair->altair_viewer) (1.24.3) Requirement already satisfied: packaging in ./anaconda3/lib/python3.11/site-packages (from altair->altair_viewer) (23.1) Requirement already satisfied: pandas>=0.25 in ./anaconda3/lib/python3.11/site-packages (from altair->altair_viewer) (2.0.3) Requirement already satisfied: toolz in ./anaconda3/lib/python3.11/site-packages (from altair->altair_viewer) (0.12.0) Requirement already satisfied: attrs>=17.4.0 in ./anaconda3/lib/python3.11/site-packages (from jsonschema>=3.0->altair->altair_viewer) (22.1.0) Requirement already satisfied: pyrsistent!=0.17.0,!=0.17.1,!=0.17.2,>=0.14.0 in ./anaconda3/lib/python3.11/site-packages (from jsonschema>=3.0->altair->altair_viewer) (0.18.0) Requirement already satisfied: python-dateutil>=2.8.2 in ./anaconda3/lib/python3.11/site-packages (from pandas>=0.25->altair->altair_viewer) (2.8.2) Requirement already satisfied: pytz>=2020.1 in ./anaconda3/lib/python3.11/site-packages (from pandas>=0.25->altair->altair_viewer) (2023.3.post1) Requirement already satisfied: tzdata>=2022.1 in ./anaconda3/lib/python3.11/site-packages (from pandas>=0.25->altair->altair_viewer) (2023.3) Requirement already satisfied: MarkupSafe>=2.0 in ./anaconda3/lib/python3.11/site-packages (from jinja2->altair->altair_viewer) (2.1.1) Requirement already satisfied: psutil in ./anaconda3/lib/python3.11/site-packages (from portpicker->altair-data-server>=0.4.0->altair_viewer) (5.9.0) Requirement already satisfied: six>=1.5 in ./anaconda3/lib/python3.11/site-packages (from python-dateutil>=2.8.2->pandas>=0.25->altair->altair_viewer) (1.16.0) Note: you may need to restart the kernel to use updated packages.
In [180]:
# import os
# import gzip
# import json
# import pandas as pd
# import shutil
# def extract_gz_files_and_convert_to_csv(gz_dir, extract_dir):
# """
# Recursively navigate through directories, extract all .gz files, read and manually parse the custom-formatted data,
# and save them as CSV files in the corresponding extracted directory.
# """
# for root, dirs, files in os.walk(gz_dir):
# for file in files:
# if file.endswith('.gz'):
# gz_path = os.path.join(root, file)
# relative_path = os.path.relpath(root, gz_dir)
# dest_dir = os.path.join(extract_dir, relative_path)
# os.makedirs(dest_dir, exist_ok=True)
# extract_path = os.path.join(dest_dir, file[:-3]) # Remove .gz extension
# print(f"Extracting: {gz_path} to {extract_path}")
# # Extract the file
# with gzip.open(gz_path, 'rb') as f_in:
# with open(extract_path, 'wb') as f_out:
# shutil.copyfileobj(f_in, f_out)
# # Process the extracted file
# try:
# with open(extract_path, 'r') as f:
# content = f.read()
# # Debug: Print out the first 500 characters to inspect the content
# print(f"Content of {extract_path}: {content[:500]}")
# # Wrap the content in square brackets to treat it as a JSON array
# content = f"[{content}]"
# # Attempt to load the entire content as a JSON array
# try:
# data = json.loads(content)
# except json.JSONDecodeError as e:
# print(f"Failed to parse content in {extract_path}: {e}")
# data = []
# # Convert the list of JSON objects to a DataFrame
# if data:
# df = pd.DataFrame(data)
# # Save the DataFrame as CSV
# csv_path = extract_path + '.csv'
# df.to_csv(csv_path, index=False)
# print(f"Saved CSV file: {csv_path}")
# else:
# print(f"No valid JSON data found in {extract_path}")
# except Exception as e:
# print(f"Failed to process {extract_path}: {e}")
# # Define your directories
# gz_dir = "/Users/aditijain/Downloads/metro_data" # Replace with the path to your root data folder
# extract_dir = "/Users/aditijain/Downloads/extracted_metro_data" # Replace with the path where you want to store extracted files
# # Step 1: Extract .gz files and save as CSV
# extract_gz_files_and_convert_to_csv(gz_dir, extract_dir)
# # Check the results
# print("Extraction and CSV conversion completed.")
Out[180]:
'\nRecursively navigate through directories, extract all .gz files, read and manually parse the custom-formatted data,\n and save them as CSV files in the corresponding extracted directory.\n'
In [39]:
# import os
# import gzip
# import json
# import pandas as pd
# import shutil
# def extract_berthhistory_and_convert_to_csv(gz_dir, extract_dir):
# """
# Recursively navigate through the 'berthhistory' directory, extract all .gz files,
# read and manually parse the custom-formatted data, and save them as CSV files in the corresponding extracted directory.
# """
# for root, dirs, files in os.walk(gz_dir):
# for file in files:
# if file.endswith('.gz'):
# gz_path = os.path.join(root, file)
# relative_path = os.path.relpath(root, gz_dir)
# dest_dir = os.path.join(extract_dir, relative_path)
# os.makedirs(dest_dir, exist_ok=True)
# extract_path = os.path.join(dest_dir, file[:-3]) # Remove .gz extension
# print(f"Extracting: {gz_path} to {extract_path}")
# # Extract the file
# with gzip.open(gz_path, 'rb') as f_in:
# with open(extract_path, 'wb') as f_out:
# shutil.copyfileobj(f_in, f_out)
# # Process the extracted file
# try:
# with open(extract_path, 'r') as f:
# lines = f.readlines() # Read the file line by line
# data = []
# for line in lines:
# try:
# json_data = json.loads(line)
# data.append(json_data)
# except json.JSONDecodeError as e:
# print(f"Failed to parse line in {extract_path}: {e}")
# # Convert the list of JSON objects to a DataFrame
# if data:
# df = pd.DataFrame(data)
# # Save the DataFrame as CSV
# csv_path = extract_path + '.csv'
# df.to_csv(csv_path, index=False)
# print(f"Saved CSV file: {csv_path}")
# else:
# print(f"No valid JSON data found in {extract_path}")
# except Exception as e:
# print(f"Failed to process {extract_path}: {e}")
# # Define your directories for the berthhistory folder
# berthhistory_gz_dir = "/Users/aditijain/Downloads/metro_data/berthhistory" # Replace with the path to your berthhistory folder
# berthhistory_extract_dir = "/Users/aditijain/Downloads/extracted_metro_data/berthhistory" # Replace with the path where you want to store extracted berthhistory files
# # Step 1: Extract .gz files from berthhistory and save as CSV
# extract_berthhistory_and_convert_to_csv(berthhistory_gz_dir, berthhistory_extract_dir)
# # Check the results
# print("Berthhistory extraction and CSV conversion completed.")
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230107/20230519_080415_00121_anghu_add0a186-7c40-47a9-8fb1-d9d8ab20a8b7.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230107/20230519_080415_00121_anghu_add0a186-7c40-47a9-8fb1-d9d8ab20a8b7 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230107/20230519_080415_00121_anghu_add0a186-7c40-47a9-8fb1-d9d8ab20a8b7.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230107/20230519_080415_00121_anghu_719810c0-316b-4537-85e6-7f44c68ecdee.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230107/20230519_080415_00121_anghu_719810c0-316b-4537-85e6-7f44c68ecdee Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230107/20230519_080415_00121_anghu_719810c0-316b-4537-85e6-7f44c68ecdee.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230107/20230519_080415_00121_anghu_218a8c0d-ae96-4520-8909-bd3306ace73d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230107/20230519_080415_00121_anghu_218a8c0d-ae96-4520-8909-bd3306ace73d Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230107/20230519_080415_00121_anghu_218a8c0d-ae96-4520-8909-bd3306ace73d.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230303/20230519_080415_00121_anghu_9485cf1e-ea4f-485b-b07c-710b9184a7f6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230303/20230519_080415_00121_anghu_9485cf1e-ea4f-485b-b07c-710b9184a7f6 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230303/20230519_080415_00121_anghu_9485cf1e-ea4f-485b-b07c-710b9184a7f6.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230303/20230519_080415_00121_anghu_7c09f81e-53d8-43a7-9455-5d60848066ca.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230303/20230519_080415_00121_anghu_7c09f81e-53d8-43a7-9455-5d60848066ca Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230303/20230519_080415_00121_anghu_7c09f81e-53d8-43a7-9455-5d60848066ca.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230303/20230519_080415_00121_anghu_96dddfdc-83eb-4370-a259-9983ecf8f11a.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230303/20230519_080415_00121_anghu_96dddfdc-83eb-4370-a259-9983ecf8f11a Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230303/20230519_080415_00121_anghu_96dddfdc-83eb-4370-a259-9983ecf8f11a.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230131/20230519_080415_00121_anghu_77a93f7f-6ff9-4e65-adfd-19a85806a46f.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230131/20230519_080415_00121_anghu_77a93f7f-6ff9-4e65-adfd-19a85806a46f Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230131/20230519_080415_00121_anghu_77a93f7f-6ff9-4e65-adfd-19a85806a46f.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230131/20230519_080415_00121_anghu_268f59e3-ccab-438c-92b8-12b0e18e94e4.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230131/20230519_080415_00121_anghu_268f59e3-ccab-438c-92b8-12b0e18e94e4 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230131/20230519_080415_00121_anghu_268f59e3-ccab-438c-92b8-12b0e18e94e4.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230131/20230519_080415_00121_anghu_7a081565-04e9-40fb-bdd0-1de61ed79531.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230131/20230519_080415_00121_anghu_7a081565-04e9-40fb-bdd0-1de61ed79531 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230131/20230519_080415_00121_anghu_7a081565-04e9-40fb-bdd0-1de61ed79531.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230304/20230519_080415_00121_anghu_0b7018be-b1f4-4045-9b2c-caf819504e3d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230304/20230519_080415_00121_anghu_0b7018be-b1f4-4045-9b2c-caf819504e3d Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230304/20230519_080415_00121_anghu_0b7018be-b1f4-4045-9b2c-caf819504e3d.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230304/20230519_080415_00121_anghu_3ebcfa04-052d-4451-804e-ad9ee306042a.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230304/20230519_080415_00121_anghu_3ebcfa04-052d-4451-804e-ad9ee306042a Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230304/20230519_080415_00121_anghu_3ebcfa04-052d-4451-804e-ad9ee306042a.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230304/20230519_080415_00121_anghu_0ceb9755-1f6d-4629-a48a-91405d47d9ea.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230304/20230519_080415_00121_anghu_0ceb9755-1f6d-4629-a48a-91405d47d9ea Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230304/20230519_080415_00121_anghu_0ceb9755-1f6d-4629-a48a-91405d47d9ea.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_34c042ee-deba-4c79-ae85-020a0a484455.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_34c042ee-deba-4c79-ae85-020a0a484455 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_34c042ee-deba-4c79-ae85-020a0a484455.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_a64c32e9-d4c5-4947-b168-cbe814524f53.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_a64c32e9-d4c5-4947-b168-cbe814524f53 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_a64c32e9-d4c5-4947-b168-cbe814524f53.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_052fffd5-ec9b-4b99-8fb3-53e7a15c6bc0.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_052fffd5-ec9b-4b99-8fb3-53e7a15c6bc0 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_052fffd5-ec9b-4b99-8fb3-53e7a15c6bc0.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_26a2f233-cc0d-46b5-be76-50ea5199d5d6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_26a2f233-cc0d-46b5-be76-50ea5199d5d6 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_26a2f233-cc0d-46b5-be76-50ea5199d5d6.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221222/20230519_080415_00121_anghu_776a02b5-961d-455f-b878-bd5025e915aa.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221222/20230519_080415_00121_anghu_776a02b5-961d-455f-b878-bd5025e915aa Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221222/20230519_080415_00121_anghu_776a02b5-961d-455f-b878-bd5025e915aa.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221222/20230519_080415_00121_anghu_55f18ce7-fdf4-4b88-9bd8-88920a3a10c2.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221222/20230519_080415_00121_anghu_55f18ce7-fdf4-4b88-9bd8-88920a3a10c2 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221222/20230519_080415_00121_anghu_55f18ce7-fdf4-4b88-9bd8-88920a3a10c2.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221222/20230519_080415_00121_anghu_0c65a49f-cbc9-48ef-9199-4ab0973b5bb8.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221222/20230519_080415_00121_anghu_0c65a49f-cbc9-48ef-9199-4ab0973b5bb8 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221222/20230519_080415_00121_anghu_0c65a49f-cbc9-48ef-9199-4ab0973b5bb8.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230305/20230519_080415_00121_anghu_76c7dfea-93dc-4f3c-9e59-5e29bd99220d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230305/20230519_080415_00121_anghu_76c7dfea-93dc-4f3c-9e59-5e29bd99220d Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230305/20230519_080415_00121_anghu_76c7dfea-93dc-4f3c-9e59-5e29bd99220d.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230305/20230519_080415_00121_anghu_80e1c859-63d8-4a4f-93a8-679975f8f7f4.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230305/20230519_080415_00121_anghu_80e1c859-63d8-4a4f-93a8-679975f8f7f4
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230305/20230519_080415_00121_anghu_80e1c859-63d8-4a4f-93a8-679975f8f7f4.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230108/20230519_080415_00121_anghu_987bc5b2-7910-4f03-ad6e-9163464ba26d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230108/20230519_080415_00121_anghu_987bc5b2-7910-4f03-ad6e-9163464ba26d Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230108/20230519_080415_00121_anghu_987bc5b2-7910-4f03-ad6e-9163464ba26d.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230108/20230519_080415_00121_anghu_133cbf5d-bca6-43ba-9b78-b79754b0ddb5.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230108/20230519_080415_00121_anghu_133cbf5d-bca6-43ba-9b78-b79754b0ddb5 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230108/20230519_080415_00121_anghu_133cbf5d-bca6-43ba-9b78-b79754b0ddb5.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230130/20230519_080415_00121_anghu_59e625b6-fd9d-46b4-904c-4857b3247763.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230130/20230519_080415_00121_anghu_59e625b6-fd9d-46b4-904c-4857b3247763 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230130/20230519_080415_00121_anghu_59e625b6-fd9d-46b4-904c-4857b3247763.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230130/20230519_080415_00121_anghu_dfb5ccf0-c62a-4d79-8ef6-f8c0f357b595.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230130/20230519_080415_00121_anghu_dfb5ccf0-c62a-4d79-8ef6-f8c0f357b595 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230130/20230519_080415_00121_anghu_dfb5ccf0-c62a-4d79-8ef6-f8c0f357b595.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230130/20230519_080415_00121_anghu_83c25f19-f6d8-48f3-b09f-e1aea6e7bed8.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230130/20230519_080415_00121_anghu_83c25f19-f6d8-48f3-b09f-e1aea6e7bed8 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230130/20230519_080415_00121_anghu_83c25f19-f6d8-48f3-b09f-e1aea6e7bed8.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_8e3cf178-7750-4ee4-a303-e09edf6690b2.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_8e3cf178-7750-4ee4-a303-e09edf6690b2 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_8e3cf178-7750-4ee4-a303-e09edf6690b2.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_70b295a1-2a56-4de1-aad4-866dd4041640.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_70b295a1-2a56-4de1-aad4-866dd4041640 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_70b295a1-2a56-4de1-aad4-866dd4041640.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_86938cd5-c097-428d-9de9-0869a44fdc67.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_86938cd5-c097-428d-9de9-0869a44fdc67 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_86938cd5-c097-428d-9de9-0869a44fdc67.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_dfc5467f-5eb1-402e-8669-1e83095b6562.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_dfc5467f-5eb1-402e-8669-1e83095b6562 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_dfc5467f-5eb1-402e-8669-1e83095b6562.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230106/20230519_080415_00121_anghu_86dba6c8-9bc2-4d7e-9bdc-df3e01027d1c.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230106/20230519_080415_00121_anghu_86dba6c8-9bc2-4d7e-9bdc-df3e01027d1c Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230106/20230519_080415_00121_anghu_86dba6c8-9bc2-4d7e-9bdc-df3e01027d1c.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230106/20230519_080415_00121_anghu_32e05b1c-57ec-407d-a5f6-36077491bdc0.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230106/20230519_080415_00121_anghu_32e05b1c-57ec-407d-a5f6-36077491bdc0 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230106/20230519_080415_00121_anghu_32e05b1c-57ec-407d-a5f6-36077491bdc0.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230106/20230519_080415_00121_anghu_61de2b99-caa6-4a40-8d58-be430e7b4460.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230106/20230519_080415_00121_anghu_61de2b99-caa6-4a40-8d58-be430e7b4460 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230106/20230519_080415_00121_anghu_61de2b99-caa6-4a40-8d58-be430e7b4460.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230101/20230519_080415_00121_anghu_759dbfb0-e656-4c36-ba1d-71a4b03ebedf.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230101/20230519_080415_00121_anghu_759dbfb0-e656-4c36-ba1d-71a4b03ebedf Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230101/20230519_080415_00121_anghu_759dbfb0-e656-4c36-ba1d-71a4b03ebedf.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221224/20230519_080415_00121_anghu_f3b19f6c-da66-48b6-ac49-d6032b94f8a6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221224/20230519_080415_00121_anghu_f3b19f6c-da66-48b6-ac49-d6032b94f8a6 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221224/20230519_080415_00121_anghu_f3b19f6c-da66-48b6-ac49-d6032b94f8a6.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221224/20230519_080415_00121_anghu_eebeb608-d760-4941-99a7-620b6123e561.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221224/20230519_080415_00121_anghu_eebeb608-d760-4941-99a7-620b6123e561 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221224/20230519_080415_00121_anghu_eebeb608-d760-4941-99a7-620b6123e561.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221223/20230519_080415_00121_anghu_8a4b3362-627c-4af0-a9c9-91e8d8645468.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221223/20230519_080415_00121_anghu_8a4b3362-627c-4af0-a9c9-91e8d8645468 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221223/20230519_080415_00121_anghu_8a4b3362-627c-4af0-a9c9-91e8d8645468.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221223/20230519_080415_00121_anghu_e6bda039-2277-4d5f-b338-88ef00c538fd.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221223/20230519_080415_00121_anghu_e6bda039-2277-4d5f-b338-88ef00c538fd Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221223/20230519_080415_00121_anghu_e6bda039-2277-4d5f-b338-88ef00c538fd.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221223/20230519_080415_00121_anghu_4dc93f6b-b2db-4c80-b981-81e6c5449c7f.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221223/20230519_080415_00121_anghu_4dc93f6b-b2db-4c80-b981-81e6c5449c7f Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221223/20230519_080415_00121_anghu_4dc93f6b-b2db-4c80-b981-81e6c5449c7f.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230223/20230519_080415_00121_anghu_7cfaeac1-86ff-49e1-9f85-98eee3af2843.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230223/20230519_080415_00121_anghu_7cfaeac1-86ff-49e1-9f85-98eee3af2843 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230223/20230519_080415_00121_anghu_7cfaeac1-86ff-49e1-9f85-98eee3af2843.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230223/20230519_080415_00121_anghu_fbd8c7d0-34d4-4b0e-ac5f-35a8e6e18762.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230223/20230519_080415_00121_anghu_fbd8c7d0-34d4-4b0e-ac5f-35a8e6e18762 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230223/20230519_080415_00121_anghu_fbd8c7d0-34d4-4b0e-ac5f-35a8e6e18762.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230223/20230519_080415_00121_anghu_6c197f04-e3db-4174-90f9-9d004fd8a516.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230223/20230519_080415_00121_anghu_6c197f04-e3db-4174-90f9-9d004fd8a516 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230223/20230519_080415_00121_anghu_6c197f04-e3db-4174-90f9-9d004fd8a516.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230224/20230519_080415_00121_anghu_29d217df-298a-4cdd-8381-44e6ff19f376.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230224/20230519_080415_00121_anghu_29d217df-298a-4cdd-8381-44e6ff19f376 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230224/20230519_080415_00121_anghu_29d217df-298a-4cdd-8381-44e6ff19f376.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230224/20230519_080415_00121_anghu_1dce2f41-184a-4efe-8290-f457b3c124e8.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230224/20230519_080415_00121_anghu_1dce2f41-184a-4efe-8290-f457b3c124e8 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230224/20230519_080415_00121_anghu_1dce2f41-184a-4efe-8290-f457b3c124e8.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230224/20230519_080415_00121_anghu_6ec6b826-ef32-4224-b35e-b48cebec4911.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230224/20230519_080415_00121_anghu_6ec6b826-ef32-4224-b35e-b48cebec4911
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230224/20230519_080415_00121_anghu_6ec6b826-ef32-4224-b35e-b48cebec4911.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230212/20230519_080415_00121_anghu_99569116-74f5-4abf-8a91-5518cc6cd5d4.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230212/20230519_080415_00121_anghu_99569116-74f5-4abf-8a91-5518cc6cd5d4 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230212/20230519_080415_00121_anghu_99569116-74f5-4abf-8a91-5518cc6cd5d4.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230212/20230519_080415_00121_anghu_38c2aff6-44ba-42b4-9067-9450cae7abe4.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230212/20230519_080415_00121_anghu_38c2aff6-44ba-42b4-9067-9450cae7abe4 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230212/20230519_080415_00121_anghu_38c2aff6-44ba-42b4-9067-9450cae7abe4.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230215/20230519_080415_00121_anghu_9fd5c0ea-c201-4904-89d7-2e818e05cb9d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230215/20230519_080415_00121_anghu_9fd5c0ea-c201-4904-89d7-2e818e05cb9d Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230215/20230519_080415_00121_anghu_9fd5c0ea-c201-4904-89d7-2e818e05cb9d.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230215/20230519_080415_00121_anghu_187d9934-9cee-444f-b19d-de78ebcce1a6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230215/20230519_080415_00121_anghu_187d9934-9cee-444f-b19d-de78ebcce1a6 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230215/20230519_080415_00121_anghu_187d9934-9cee-444f-b19d-de78ebcce1a6.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230215/20230519_080415_00121_anghu_5cf85f1c-6cc1-494b-93d1-f5d7183e8583.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230215/20230519_080415_00121_anghu_5cf85f1c-6cc1-494b-93d1-f5d7183e8583 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230215/20230519_080415_00121_anghu_5cf85f1c-6cc1-494b-93d1-f5d7183e8583.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230214/20230519_080415_00121_anghu_d8896dad-58a7-411a-adcd-b0285d683437.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230214/20230519_080415_00121_anghu_d8896dad-58a7-411a-adcd-b0285d683437 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230214/20230519_080415_00121_anghu_d8896dad-58a7-411a-adcd-b0285d683437.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230214/20230519_080415_00121_anghu_fec1e84c-c60f-47ca-b51a-e581b376ac7c.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230214/20230519_080415_00121_anghu_fec1e84c-c60f-47ca-b51a-e581b376ac7c Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230214/20230519_080415_00121_anghu_fec1e84c-c60f-47ca-b51a-e581b376ac7c.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230214/20230519_080415_00121_anghu_f7b5b65c-09e7-4b3c-99fb-3f8eb6169496.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230214/20230519_080415_00121_anghu_f7b5b65c-09e7-4b3c-99fb-3f8eb6169496 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230214/20230519_080415_00121_anghu_f7b5b65c-09e7-4b3c-99fb-3f8eb6169496.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230213/20230519_080415_00121_anghu_c3423781-3ded-4582-927d-c94e6ff6ffe3.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230213/20230519_080415_00121_anghu_c3423781-3ded-4582-927d-c94e6ff6ffe3 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230213/20230519_080415_00121_anghu_c3423781-3ded-4582-927d-c94e6ff6ffe3.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230213/20230519_080415_00121_anghu_659ed04a-a057-4823-b1dd-80de86837acd.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230213/20230519_080415_00121_anghu_659ed04a-a057-4823-b1dd-80de86837acd Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230213/20230519_080415_00121_anghu_659ed04a-a057-4823-b1dd-80de86837acd.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230213/20230519_080415_00121_anghu_276f7db5-274e-43ce-a24b-0009df639505.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230213/20230519_080415_00121_anghu_276f7db5-274e-43ce-a24b-0009df639505 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230213/20230519_080415_00121_anghu_276f7db5-274e-43ce-a24b-0009df639505.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230225/20230519_080415_00121_anghu_71efa439-cf8f-4785-aea1-9417ef3a5e01.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230225/20230519_080415_00121_anghu_71efa439-cf8f-4785-aea1-9417ef3a5e01 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230225/20230519_080415_00121_anghu_71efa439-cf8f-4785-aea1-9417ef3a5e01.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230225/20230519_080415_00121_anghu_eaa81ff8-1255-49e4-908d-6d656e874893.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230225/20230519_080415_00121_anghu_eaa81ff8-1255-49e4-908d-6d656e874893 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230225/20230519_080415_00121_anghu_eaa81ff8-1255-49e4-908d-6d656e874893.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230225/20230519_080415_00121_anghu_64cdc5d5-9220-424a-a0f2-0d974ee422c2.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230225/20230519_080415_00121_anghu_64cdc5d5-9220-424a-a0f2-0d974ee422c2 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230225/20230519_080415_00121_anghu_64cdc5d5-9220-424a-a0f2-0d974ee422c2.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230222/20230519_080415_00121_anghu_30e6fbb2-3668-4eb8-befc-cf038fcf2ea3.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230222/20230519_080415_00121_anghu_30e6fbb2-3668-4eb8-befc-cf038fcf2ea3 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230222/20230519_080415_00121_anghu_30e6fbb2-3668-4eb8-befc-cf038fcf2ea3.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230222/20230519_080415_00121_anghu_0d649dd5-e721-42b0-beec-b37087a83e9b.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230222/20230519_080415_00121_anghu_0d649dd5-e721-42b0-beec-b37087a83e9b Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230222/20230519_080415_00121_anghu_0d649dd5-e721-42b0-beec-b37087a83e9b.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230222/20230519_080415_00121_anghu_49f01eec-5011-4c4e-b1aa-60e5c273b08e.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230222/20230519_080415_00121_anghu_49f01eec-5011-4c4e-b1aa-60e5c273b08e Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230222/20230519_080415_00121_anghu_49f01eec-5011-4c4e-b1aa-60e5c273b08e.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230207/20230519_080415_00121_anghu_23476e7e-5805-4d31-a872-f1902ea558ac.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230207/20230519_080415_00121_anghu_23476e7e-5805-4d31-a872-f1902ea558ac Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230207/20230519_080415_00121_anghu_23476e7e-5805-4d31-a872-f1902ea558ac.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230207/20230519_080415_00121_anghu_cdd05772-405d-4cd6-9524-f6a7fb8d5177.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230207/20230519_080415_00121_anghu_cdd05772-405d-4cd6-9524-f6a7fb8d5177 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230207/20230519_080415_00121_anghu_cdd05772-405d-4cd6-9524-f6a7fb8d5177.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230207/20230519_080415_00121_anghu_e07e4096-1054-4954-bf3b-220c5a1663c2.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230207/20230519_080415_00121_anghu_e07e4096-1054-4954-bf3b-220c5a1663c2 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230207/20230519_080415_00121_anghu_e07e4096-1054-4954-bf3b-220c5a1663c2.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230209/20230519_080415_00121_anghu_2bae67e9-8265-4161-9ed6-1d84bf9caa35.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230209/20230519_080415_00121_anghu_2bae67e9-8265-4161-9ed6-1d84bf9caa35 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230209/20230519_080415_00121_anghu_2bae67e9-8265-4161-9ed6-1d84bf9caa35.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230209/20230519_080415_00121_anghu_d5b83a09-60e8-43b2-9d6b-57ae18b15293.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230209/20230519_080415_00121_anghu_d5b83a09-60e8-43b2-9d6b-57ae18b15293 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230209/20230519_080415_00121_anghu_d5b83a09-60e8-43b2-9d6b-57ae18b15293.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230209/20230519_080415_00121_anghu_78f3c7c8-8176-4207-92ea-76fb87b8702a.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230209/20230519_080415_00121_anghu_78f3c7c8-8176-4207-92ea-76fb87b8702a
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230209/20230519_080415_00121_anghu_78f3c7c8-8176-4207-92ea-76fb87b8702a.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230208/20230519_080415_00121_anghu_3f43077c-ddd6-4602-a1a7-589ff9f6d22f.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230208/20230519_080415_00121_anghu_3f43077c-ddd6-4602-a1a7-589ff9f6d22f Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230208/20230519_080415_00121_anghu_3f43077c-ddd6-4602-a1a7-589ff9f6d22f.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230208/20230519_080415_00121_anghu_f24581c5-8d55-44ca-9b60-3a6de42b93c8.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230208/20230519_080415_00121_anghu_f24581c5-8d55-44ca-9b60-3a6de42b93c8 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230208/20230519_080415_00121_anghu_f24581c5-8d55-44ca-9b60-3a6de42b93c8.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230208/20230519_080415_00121_anghu_e482d116-36f4-4cef-9b92-c25b45eeb58d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230208/20230519_080415_00121_anghu_e482d116-36f4-4cef-9b92-c25b45eeb58d Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230208/20230519_080415_00121_anghu_e482d116-36f4-4cef-9b92-c25b45eeb58d.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230206/20230519_080415_00121_anghu_23bcea33-8547-451c-a917-94f15e76fcf1.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230206/20230519_080415_00121_anghu_23bcea33-8547-451c-a917-94f15e76fcf1 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230206/20230519_080415_00121_anghu_23bcea33-8547-451c-a917-94f15e76fcf1.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230206/20230519_080415_00121_anghu_9a9831ff-bd50-4fa1-b946-588edee01fe4.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230206/20230519_080415_00121_anghu_9a9831ff-bd50-4fa1-b946-588edee01fe4 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230206/20230519_080415_00121_anghu_9a9831ff-bd50-4fa1-b946-588edee01fe4.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230206/20230519_080415_00121_anghu_1275ebdb-2b1e-496d-a67b-19c15ebaf86c.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230206/20230519_080415_00121_anghu_1275ebdb-2b1e-496d-a67b-19c15ebaf86c Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230206/20230519_080415_00121_anghu_1275ebdb-2b1e-496d-a67b-19c15ebaf86c.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230201/20230519_080415_00121_anghu_95c4e5df-35db-4a67-9663-589fa71787cb.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230201/20230519_080415_00121_anghu_95c4e5df-35db-4a67-9663-589fa71787cb Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230201/20230519_080415_00121_anghu_95c4e5df-35db-4a67-9663-589fa71787cb.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230201/20230519_080415_00121_anghu_0f2ba63b-6f26-4c98-bd72-8fdc7bfc3d9d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230201/20230519_080415_00121_anghu_0f2ba63b-6f26-4c98-bd72-8fdc7bfc3d9d Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230201/20230519_080415_00121_anghu_0f2ba63b-6f26-4c98-bd72-8fdc7bfc3d9d.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230201/20230519_080415_00121_anghu_878c5d21-cd4c-4aeb-a349-41f05b9272f0.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230201/20230519_080415_00121_anghu_878c5d21-cd4c-4aeb-a349-41f05b9272f0 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230201/20230519_080415_00121_anghu_878c5d21-cd4c-4aeb-a349-41f05b9272f0.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_19eb6ae9-78bb-4fd5-b952-0708425f38b8.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_19eb6ae9-78bb-4fd5-b952-0708425f38b8 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_19eb6ae9-78bb-4fd5-b952-0708425f38b8.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_24abf40b-4c8d-481c-9782-9785d20686cd.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_24abf40b-4c8d-481c-9782-9785d20686cd Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_24abf40b-4c8d-481c-9782-9785d20686cd.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_999bffd5-91ad-4528-ac42-42df15885495.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_999bffd5-91ad-4528-ac42-42df15885495 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_999bffd5-91ad-4528-ac42-42df15885495.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_11f0fea6-d6ef-44f8-ada1-a1bb23514251.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_11f0fea6-d6ef-44f8-ada1-a1bb23514251 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_11f0fea6-d6ef-44f8-ada1-a1bb23514251.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230123/20230519_080415_00121_anghu_0007155f-7ae6-452a-8ba9-3ef86ee49be5.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230123/20230519_080415_00121_anghu_0007155f-7ae6-452a-8ba9-3ef86ee49be5 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230123/20230519_080415_00121_anghu_0007155f-7ae6-452a-8ba9-3ef86ee49be5.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230123/20230519_080415_00121_anghu_25ee66e1-9796-4edc-8905-09deb3965389.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230123/20230519_080415_00121_anghu_25ee66e1-9796-4edc-8905-09deb3965389 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230123/20230519_080415_00121_anghu_25ee66e1-9796-4edc-8905-09deb3965389.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230123/20230519_080415_00121_anghu_257c77db-55cb-4ced-a5ff-a450b78795ec.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230123/20230519_080415_00121_anghu_257c77db-55cb-4ced-a5ff-a450b78795ec Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230123/20230519_080415_00121_anghu_257c77db-55cb-4ced-a5ff-a450b78795ec.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230311/20230519_080415_00121_anghu_aa0a399a-956a-450c-a4a2-6fc683a662e6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230311/20230519_080415_00121_anghu_aa0a399a-956a-450c-a4a2-6fc683a662e6 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230311/20230519_080415_00121_anghu_aa0a399a-956a-450c-a4a2-6fc683a662e6.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230311/20230519_080415_00121_anghu_dc403a3a-3c57-4799-87a8-275cc03efd28.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230311/20230519_080415_00121_anghu_dc403a3a-3c57-4799-87a8-275cc03efd28 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230311/20230519_080415_00121_anghu_dc403a3a-3c57-4799-87a8-275cc03efd28.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230311/20230519_080415_00121_anghu_f53483be-014b-4576-b43c-af37cc9e5f67.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230311/20230519_080415_00121_anghu_f53483be-014b-4576-b43c-af37cc9e5f67 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230311/20230519_080415_00121_anghu_f53483be-014b-4576-b43c-af37cc9e5f67.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_1ceeef8a-7e06-4bdc-9799-63959fca8be2.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_1ceeef8a-7e06-4bdc-9799-63959fca8be2 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_1ceeef8a-7e06-4bdc-9799-63959fca8be2.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_f6c1c963-880e-4406-b147-e1185374726c.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_f6c1c963-880e-4406-b147-e1185374726c
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_f6c1c963-880e-4406-b147-e1185374726c.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_04866278-9067-482a-be61-9fb7e6bb2560.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_04866278-9067-482a-be61-9fb7e6bb2560 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_04866278-9067-482a-be61-9fb7e6bb2560.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_dcbdb252-216b-4516-994d-328c18fdebcf.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_dcbdb252-216b-4516-994d-328c18fdebcf Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_dcbdb252-216b-4516-994d-328c18fdebcf.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230124/20230519_080415_00121_anghu_eb1011b2-f10d-4231-adba-a3e4a3ea9d93.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230124/20230519_080415_00121_anghu_eb1011b2-f10d-4231-adba-a3e4a3ea9d93 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230124/20230519_080415_00121_anghu_eb1011b2-f10d-4231-adba-a3e4a3ea9d93.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230124/20230519_080415_00121_anghu_ab29b336-9545-48a7-8a47-364c0ea0dadc.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230124/20230519_080415_00121_anghu_ab29b336-9545-48a7-8a47-364c0ea0dadc Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230124/20230519_080415_00121_anghu_ab29b336-9545-48a7-8a47-364c0ea0dadc.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230124/20230519_080415_00121_anghu_ea1c59a6-5535-4b92-bf83-9290b488fb12.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230124/20230519_080415_00121_anghu_ea1c59a6-5535-4b92-bf83-9290b488fb12 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230124/20230519_080415_00121_anghu_ea1c59a6-5535-4b92-bf83-9290b488fb12.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230320/20230519_080415_00121_anghu_d73d88bc-217f-4d5c-a64b-422e405fa20f.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230320/20230519_080415_00121_anghu_d73d88bc-217f-4d5c-a64b-422e405fa20f Saved CSV file: 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/Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230320/20230519_080415_00121_anghu_0b757635-a6aa-452f-86f8-77f6650bd0ef.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230112/20230519_080415_00121_anghu_ad0e59c5-6d94-4005-b23f-dc2abd071c25.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230112/20230519_080415_00121_anghu_ad0e59c5-6d94-4005-b23f-dc2abd071c25 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230112/20230519_080415_00121_anghu_ad0e59c5-6d94-4005-b23f-dc2abd071c25.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230112/20230519_080415_00121_anghu_797ef5f1-5df4-4634-9690-574c66a42439.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230112/20230519_080415_00121_anghu_797ef5f1-5df4-4634-9690-574c66a42439 Saved CSV file: 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/Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230112/20230519_080415_00121_anghu_465b3d21-6dd9-4f1d-88e9-a248ef12c88a.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230318/20230519_080415_00121_anghu_4df8cda6-57c6-480a-ad04-9ad364d706fe.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230318/20230519_080415_00121_anghu_4df8cda6-57c6-480a-ad04-9ad364d706fe Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230318/20230519_080415_00121_anghu_4df8cda6-57c6-480a-ad04-9ad364d706fe.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230318/20230519_080415_00121_anghu_21c18899-5c13-4a21-946a-ed8fa3b1064d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230318/20230519_080415_00121_anghu_21c18899-5c13-4a21-946a-ed8fa3b1064d Saved CSV file: 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/Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230115/20230519_080415_00121_anghu_fcac3448-5d85-4c89-94f9-438201913d6f.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221231/20230519_080415_00121_anghu_406fb4e7-c475-49fd-bce4-c2ddc9c196ea.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221231/20230519_080415_00121_anghu_406fb4e7-c475-49fd-bce4-c2ddc9c196ea Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221231/20230519_080415_00121_anghu_406fb4e7-c475-49fd-bce4-c2ddc9c196ea.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221231/20230519_080415_00121_anghu_547f97b7-3a76-4509-9954-d605629fee95.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221231/20230519_080415_00121_anghu_547f97b7-3a76-4509-9954-d605629fee95 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221231/20230519_080415_00121_anghu_547f97b7-3a76-4509-9954-d605629fee95.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230319/20230519_080415_00121_anghu_72b83c0e-d630-4005-aaeb-732fb27305ae.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230319/20230519_080415_00121_anghu_72b83c0e-d630-4005-aaeb-732fb27305ae Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230319/20230519_080415_00121_anghu_72b83c0e-d630-4005-aaeb-732fb27305ae.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230319/20230519_080415_00121_anghu_30c54fb5-f6d0-45d6-89a6-883854ff5092.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230319/20230519_080415_00121_anghu_30c54fb5-f6d0-45d6-89a6-883854ff5092 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230319/20230519_080415_00121_anghu_30c54fb5-f6d0-45d6-89a6-883854ff5092.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230114/20230519_080415_00121_anghu_9acdd2b6-2f51-4556-b6b8-dbe793bd4d4a.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230114/20230519_080415_00121_anghu_9acdd2b6-2f51-4556-b6b8-dbe793bd4d4a Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230114/20230519_080415_00121_anghu_9acdd2b6-2f51-4556-b6b8-dbe793bd4d4a.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230114/20230519_080415_00121_anghu_a930a3a7-db7d-4333-8c2b-69b9624a94a2.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230114/20230519_080415_00121_anghu_a930a3a7-db7d-4333-8c2b-69b9624a94a2
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230114/20230519_080415_00121_anghu_a930a3a7-db7d-4333-8c2b-69b9624a94a2.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230114/20230519_080415_00121_anghu_21171717-c2a1-4925-b3b5-9964eed89205.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230114/20230519_080415_00121_anghu_21171717-c2a1-4925-b3b5-9964eed89205 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230114/20230519_080415_00121_anghu_21171717-c2a1-4925-b3b5-9964eed89205.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230113/20230519_080415_00121_anghu_3ec971e4-bf64-4658-90bb-1be7ad2e791f.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230113/20230519_080415_00121_anghu_3ec971e4-bf64-4658-90bb-1be7ad2e791f Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230113/20230519_080415_00121_anghu_3ec971e4-bf64-4658-90bb-1be7ad2e791f.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230113/20230519_080415_00121_anghu_bc51daee-7120-4d77-9968-c66817e981da.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230113/20230519_080415_00121_anghu_bc51daee-7120-4d77-9968-c66817e981da Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230113/20230519_080415_00121_anghu_bc51daee-7120-4d77-9968-c66817e981da.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230113/20230519_080415_00121_anghu_0e3bf474-6885-4b1c-869b-14a351d6e5b3.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230113/20230519_080415_00121_anghu_0e3bf474-6885-4b1c-869b-14a351d6e5b3 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230113/20230519_080415_00121_anghu_0e3bf474-6885-4b1c-869b-14a351d6e5b3.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230125/20230519_080415_00121_anghu_2c727b77-c523-4e2a-9cf1-b0ed74770558.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230125/20230519_080415_00121_anghu_2c727b77-c523-4e2a-9cf1-b0ed74770558 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230125/20230519_080415_00121_anghu_2c727b77-c523-4e2a-9cf1-b0ed74770558.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230125/20230519_080415_00121_anghu_d2475b74-1248-44a5-ab73-64c166f83ea3.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230125/20230519_080415_00121_anghu_d2475b74-1248-44a5-ab73-64c166f83ea3 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230125/20230519_080415_00121_anghu_d2475b74-1248-44a5-ab73-64c166f83ea3.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230125/20230519_080415_00121_anghu_d4f0c28d-2c66-4279-9b0c-05ec44ee2bd7.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230125/20230519_080415_00121_anghu_d4f0c28d-2c66-4279-9b0c-05ec44ee2bd7 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230125/20230519_080415_00121_anghu_d4f0c28d-2c66-4279-9b0c-05ec44ee2bd7.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230317/20230519_080415_00121_anghu_56a14e55-8488-4036-978c-83ac1cbc24ac.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230317/20230519_080415_00121_anghu_56a14e55-8488-4036-978c-83ac1cbc24ac Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230317/20230519_080415_00121_anghu_56a14e55-8488-4036-978c-83ac1cbc24ac.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230317/20230519_080415_00121_anghu_90ebe0aa-34fc-4fe2-8748-2d4be60566e6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230317/20230519_080415_00121_anghu_90ebe0aa-34fc-4fe2-8748-2d4be60566e6 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230317/20230519_080415_00121_anghu_90ebe0aa-34fc-4fe2-8748-2d4be60566e6.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230317/20230519_080415_00121_anghu_fc8a26c4-7a45-4715-99b4-e620b3a6df74.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230317/20230519_080415_00121_anghu_fc8a26c4-7a45-4715-99b4-e620b3a6df74 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230317/20230519_080415_00121_anghu_fc8a26c4-7a45-4715-99b4-e620b3a6df74.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_855cd9ea-55bb-4bd9-819a-17c5af07ffa2.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_855cd9ea-55bb-4bd9-819a-17c5af07ffa2 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_855cd9ea-55bb-4bd9-819a-17c5af07ffa2.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_3a77fa9a-d112-40e0-99cf-86b1a5d51a4d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_3a77fa9a-d112-40e0-99cf-86b1a5d51a4d Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_3a77fa9a-d112-40e0-99cf-86b1a5d51a4d.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_479bb004-44ec-4b89-a0a0-ac81ad2f4c27.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_479bb004-44ec-4b89-a0a0-ac81ad2f4c27 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_479bb004-44ec-4b89-a0a0-ac81ad2f4c27.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_725a4467-c285-4676-baa4-b36a5ba065d1.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_725a4467-c285-4676-baa4-b36a5ba065d1 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_725a4467-c285-4676-baa4-b36a5ba065d1.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230122/20230519_080415_00121_anghu_e63935f1-51bd-48ca-87d5-35dae1a3f2b6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230122/20230519_080415_00121_anghu_e63935f1-51bd-48ca-87d5-35dae1a3f2b6 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230122/20230519_080415_00121_anghu_e63935f1-51bd-48ca-87d5-35dae1a3f2b6.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230122/20230519_080415_00121_anghu_bd69091f-1f20-45aa-b9f7-57209fafdd9e.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230122/20230519_080415_00121_anghu_bd69091f-1f20-45aa-b9f7-57209fafdd9e Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230122/20230519_080415_00121_anghu_bd69091f-1f20-45aa-b9f7-57209fafdd9e.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221219/20230519_080415_00121_anghu_6d7a6958-ddb4-45fb-ae0a-5aef2afd67e7.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221219/20230519_080415_00121_anghu_6d7a6958-ddb4-45fb-ae0a-5aef2afd67e7 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221219/20230519_080415_00121_anghu_6d7a6958-ddb4-45fb-ae0a-5aef2afd67e7.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221219/20230519_080415_00121_anghu_7a597511-ccb1-4d3e-8eab-6d59d1d09ced.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221219/20230519_080415_00121_anghu_7a597511-ccb1-4d3e-8eab-6d59d1d09ced Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221219/20230519_080415_00121_anghu_7a597511-ccb1-4d3e-8eab-6d59d1d09ced.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221219/20230519_080415_00121_anghu_8bd03aaf-5afb-4679-b98e-d0d87b3ff900.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221219/20230519_080415_00121_anghu_8bd03aaf-5afb-4679-b98e-d0d87b3ff900 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221219/20230519_080415_00121_anghu_8bd03aaf-5afb-4679-b98e-d0d87b3ff900.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221226/20230519_080415_00121_anghu_3fef312f-9deb-4a21-83bd-727f8ec42d71.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221226/20230519_080415_00121_anghu_3fef312f-9deb-4a21-83bd-727f8ec42d71 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221226/20230519_080415_00121_anghu_3fef312f-9deb-4a21-83bd-727f8ec42d71.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221226/20230519_080415_00121_anghu_8c25b20e-f28b-4773-891d-b647d0b510e3.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221226/20230519_080415_00121_anghu_8c25b20e-f28b-4773-891d-b647d0b510e3
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221226/20230519_080415_00121_anghu_8c25b20e-f28b-4773-891d-b647d0b510e3.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221226/20230519_080415_00121_anghu_cefbcd5d-8dad-4d90-983c-60bce1a28276.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221226/20230519_080415_00121_anghu_cefbcd5d-8dad-4d90-983c-60bce1a28276 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221226/20230519_080415_00121_anghu_cefbcd5d-8dad-4d90-983c-60bce1a28276.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_fdcaa547-1bb3-4e9b-a642-1b4a9c4c56c4.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_fdcaa547-1bb3-4e9b-a642-1b4a9c4c56c4 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_fdcaa547-1bb3-4e9b-a642-1b4a9c4c56c4.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_861d773d-6e21-4d03-944d-84bd20f254da.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_861d773d-6e21-4d03-944d-84bd20f254da Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_861d773d-6e21-4d03-944d-84bd20f254da.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_eb29cace-c951-4007-b669-9739895b5566.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_eb29cace-c951-4007-b669-9739895b5566 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_eb29cace-c951-4007-b669-9739895b5566.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_2410a5db-43e6-4657-9659-55ec4fcb5662.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_2410a5db-43e6-4657-9659-55ec4fcb5662 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_2410a5db-43e6-4657-9659-55ec4fcb5662.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221228/20230519_080415_00121_anghu_a79d11f2-841f-4a4a-9c07-ef5584777afe.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221228/20230519_080415_00121_anghu_a79d11f2-841f-4a4a-9c07-ef5584777afe Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221228/20230519_080415_00121_anghu_a79d11f2-841f-4a4a-9c07-ef5584777afe.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221228/20230519_080415_00121_anghu_c3aa73cc-2295-46ed-9be9-976f385c7df1.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221228/20230519_080415_00121_anghu_c3aa73cc-2295-46ed-9be9-976f385c7df1 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221228/20230519_080415_00121_anghu_c3aa73cc-2295-46ed-9be9-976f385c7df1.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221228/20230519_080415_00121_anghu_7586f048-94b8-47d6-a29b-bf037c2f32f0.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221228/20230519_080415_00121_anghu_7586f048-94b8-47d6-a29b-bf037c2f32f0 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221228/20230519_080415_00121_anghu_7586f048-94b8-47d6-a29b-bf037c2f32f0.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221217/20230519_080415_00121_anghu_405bd571-c496-4f3a-8ec5-5d0ea5961443.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221217/20230519_080415_00121_anghu_405bd571-c496-4f3a-8ec5-5d0ea5961443 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221217/20230519_080415_00121_anghu_405bd571-c496-4f3a-8ec5-5d0ea5961443.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221217/20230519_080415_00121_anghu_798ae532-9278-4e6a-aeb8-e997e56a9ed0.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221217/20230519_080415_00121_anghu_798ae532-9278-4e6a-aeb8-e997e56a9ed0 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221217/20230519_080415_00121_anghu_798ae532-9278-4e6a-aeb8-e997e56a9ed0.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230104/20230519_080415_00121_anghu_d0f2379b-3da5-4391-96af-f9a422e38f82.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230104/20230519_080415_00121_anghu_d0f2379b-3da5-4391-96af-f9a422e38f82 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230104/20230519_080415_00121_anghu_d0f2379b-3da5-4391-96af-f9a422e38f82.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230104/20230519_080415_00121_anghu_0fcb190f-f080-4280-8124-0c9e66af9a45.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230104/20230519_080415_00121_anghu_0fcb190f-f080-4280-8124-0c9e66af9a45 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230104/20230519_080415_00121_anghu_0fcb190f-f080-4280-8124-0c9e66af9a45.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230104/20230519_080415_00121_anghu_0e632178-0d91-48ed-9fe3-5d610fa46809.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230104/20230519_080415_00121_anghu_0e632178-0d91-48ed-9fe3-5d610fa46809 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230104/20230519_080415_00121_anghu_0e632178-0d91-48ed-9fe3-5d610fa46809.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230309/20230519_080415_00121_anghu_3ac7a543-d9c8-437c-8f6e-52805e7421b3.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230309/20230519_080415_00121_anghu_3ac7a543-d9c8-437c-8f6e-52805e7421b3 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230309/20230519_080415_00121_anghu_3ac7a543-d9c8-437c-8f6e-52805e7421b3.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230309/20230519_080415_00121_anghu_afa3df8e-57e8-4014-a52a-00b49fcf9dec.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230309/20230519_080415_00121_anghu_afa3df8e-57e8-4014-a52a-00b49fcf9dec Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230309/20230519_080415_00121_anghu_afa3df8e-57e8-4014-a52a-00b49fcf9dec.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230309/20230519_080415_00121_anghu_9f76213c-fabf-49d5-a7fa-3cc2ca484d3d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230309/20230519_080415_00121_anghu_9f76213c-fabf-49d5-a7fa-3cc2ca484d3d Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230309/20230519_080415_00121_anghu_9f76213c-fabf-49d5-a7fa-3cc2ca484d3d.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_d5c4cad6-7bd5-4db5-bda9-5aa966f2dfc5.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_d5c4cad6-7bd5-4db5-bda9-5aa966f2dfc5 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_d5c4cad6-7bd5-4db5-bda9-5aa966f2dfc5.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_d14f9f0b-f22e-4650-8f09-b63ebc138975.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_d14f9f0b-f22e-4650-8f09-b63ebc138975 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_d14f9f0b-f22e-4650-8f09-b63ebc138975.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_1dc03000-6e1e-4c57-b524-188cf487d79b.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_1dc03000-6e1e-4c57-b524-188cf487d79b Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_1dc03000-6e1e-4c57-b524-188cf487d79b.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_42548a1e-c14d-4c91-ae0a-d937abad0ab1.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_42548a1e-c14d-4c91-ae0a-d937abad0ab1 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_42548a1e-c14d-4c91-ae0a-d937abad0ab1.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_c294e0a9-5e7a-4ab1-8e5d-26936e3f19ca.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_c294e0a9-5e7a-4ab1-8e5d-26936e3f19ca Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_c294e0a9-5e7a-4ab1-8e5d-26936e3f19ca.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_5f9fe26c-d1c1-4157-865c-e526fb049818.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_5f9fe26c-d1c1-4157-865c-e526fb049818 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_5f9fe26c-d1c1-4157-865c-e526fb049818.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_057ef238-6aee-4cc0-a521-f02af7098d0f.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_057ef238-6aee-4cc0-a521-f02af7098d0f Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_057ef238-6aee-4cc0-a521-f02af7098d0f.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_b67b8ce8-837e-4d82-ac85-e2922351aa3f.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_b67b8ce8-837e-4d82-ac85-e2922351aa3f Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_b67b8ce8-837e-4d82-ac85-e2922351aa3f.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221229/20230519_080415_00121_anghu_2383556c-97b3-4101-8f56-42c297a2723d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221229/20230519_080415_00121_anghu_2383556c-97b3-4101-8f56-42c297a2723d
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221229/20230519_080415_00121_anghu_2383556c-97b3-4101-8f56-42c297a2723d.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221229/20230519_080415_00121_anghu_63f8cec1-bf48-49e9-b3cd-887828342778.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221229/20230519_080415_00121_anghu_63f8cec1-bf48-49e9-b3cd-887828342778 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221229/20230519_080415_00121_anghu_63f8cec1-bf48-49e9-b3cd-887828342778.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221229/20230519_080415_00121_anghu_4a8ff04d-0b39-4105-a6cd-7958a0749a77.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221229/20230519_080415_00121_anghu_4a8ff04d-0b39-4105-a6cd-7958a0749a77 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221229/20230519_080415_00121_anghu_4a8ff04d-0b39-4105-a6cd-7958a0749a77.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_1f6086b6-4e9f-4714-9d8f-64eb0962c635.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_1f6086b6-4e9f-4714-9d8f-64eb0962c635 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_1f6086b6-4e9f-4714-9d8f-64eb0962c635.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_5a5618bd-e5c7-4d76-8be7-253483da4aee.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_5a5618bd-e5c7-4d76-8be7-253483da4aee Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_5a5618bd-e5c7-4d76-8be7-253483da4aee.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_dc35154f-5dcf-424b-a935-20c0ff12c8bc.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_dc35154f-5dcf-424b-a935-20c0ff12c8bc Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_dc35154f-5dcf-424b-a935-20c0ff12c8bc.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_88da6803-0010-4b5a-9856-a9c37885869c.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_88da6803-0010-4b5a-9856-a9c37885869c Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_88da6803-0010-4b5a-9856-a9c37885869c.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221220/20230519_080415_00121_anghu_33af8cd8-732e-4f65-bc4d-02d8835e15cc.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221220/20230519_080415_00121_anghu_33af8cd8-732e-4f65-bc4d-02d8835e15cc Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221220/20230519_080415_00121_anghu_33af8cd8-732e-4f65-bc4d-02d8835e15cc.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221220/20230519_080415_00121_anghu_6800d184-77bd-4423-bff6-c426498455a1.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221220/20230519_080415_00121_anghu_6800d184-77bd-4423-bff6-c426498455a1 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221220/20230519_080415_00121_anghu_6800d184-77bd-4423-bff6-c426498455a1.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221220/20230519_080415_00121_anghu_f7b4d1d5-2ce0-4e0c-aa9c-bc8b4dd7320c.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221220/20230519_080415_00121_anghu_f7b4d1d5-2ce0-4e0c-aa9c-bc8b4dd7320c Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221220/20230519_080415_00121_anghu_f7b4d1d5-2ce0-4e0c-aa9c-bc8b4dd7320c.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221218/20230519_080415_00121_anghu_d4b47e75-720c-4e12-90c8-ee0e3995be8e.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221218/20230519_080415_00121_anghu_d4b47e75-720c-4e12-90c8-ee0e3995be8e Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221218/20230519_080415_00121_anghu_d4b47e75-720c-4e12-90c8-ee0e3995be8e.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221218/20230519_080415_00121_anghu_f51be2a4-5d91-4d0e-aa64-5a2b1dd8ef2c.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221218/20230519_080415_00121_anghu_f51be2a4-5d91-4d0e-aa64-5a2b1dd8ef2c Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221218/20230519_080415_00121_anghu_f51be2a4-5d91-4d0e-aa64-5a2b1dd8ef2c.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221218/20230519_080415_00121_anghu_c65b3999-5da5-41fd-ba8a-2b46a1236dd1.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221218/20230519_080415_00121_anghu_c65b3999-5da5-41fd-ba8a-2b46a1236dd1 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221218/20230519_080415_00121_anghu_c65b3999-5da5-41fd-ba8a-2b46a1236dd1.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221227/20230519_080415_00121_anghu_4e8a7f04-e39b-4565-8467-1cbb0c86b1c9.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221227/20230519_080415_00121_anghu_4e8a7f04-e39b-4565-8467-1cbb0c86b1c9 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221227/20230519_080415_00121_anghu_4e8a7f04-e39b-4565-8467-1cbb0c86b1c9.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221227/20230519_080415_00121_anghu_bc9d9711-d101-47e3-a794-fe6683327f8e.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221227/20230519_080415_00121_anghu_bc9d9711-d101-47e3-a794-fe6683327f8e Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221227/20230519_080415_00121_anghu_bc9d9711-d101-47e3-a794-fe6683327f8e.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221227/20230519_080415_00121_anghu_08ed0609-da12-4ecc-ab34-106d0987a9c1.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221227/20230519_080415_00121_anghu_08ed0609-da12-4ecc-ab34-106d0987a9c1 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221227/20230519_080415_00121_anghu_08ed0609-da12-4ecc-ab34-106d0987a9c1.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230301/20230519_080415_00121_anghu_c3dfa602-538c-4a1b-9da9-2eeba136540b.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230301/20230519_080415_00121_anghu_c3dfa602-538c-4a1b-9da9-2eeba136540b Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230301/20230519_080415_00121_anghu_c3dfa602-538c-4a1b-9da9-2eeba136540b.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230301/20230519_080415_00121_anghu_cc246b26-7188-48f2-86fc-8fb355bce4f2.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230301/20230519_080415_00121_anghu_cc246b26-7188-48f2-86fc-8fb355bce4f2 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230301/20230519_080415_00121_anghu_cc246b26-7188-48f2-86fc-8fb355bce4f2.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230301/20230519_080415_00121_anghu_e9f7d468-6d69-4d45-bc2b-721b92b55448.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230301/20230519_080415_00121_anghu_e9f7d468-6d69-4d45-bc2b-721b92b55448 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230301/20230519_080415_00121_anghu_e9f7d468-6d69-4d45-bc2b-721b92b55448.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230306/20230519_080415_00121_anghu_16fcb7e5-a097-4101-8497-9e3c2d9d4a10.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230306/20230519_080415_00121_anghu_16fcb7e5-a097-4101-8497-9e3c2d9d4a10 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230306/20230519_080415_00121_anghu_16fcb7e5-a097-4101-8497-9e3c2d9d4a10.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230306/20230519_080415_00121_anghu_0776bf68-a655-49e6-8308-486c6080f5e5.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230306/20230519_080415_00121_anghu_0776bf68-a655-49e6-8308-486c6080f5e5 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230306/20230519_080415_00121_anghu_0776bf68-a655-49e6-8308-486c6080f5e5.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230306/20230519_080415_00121_anghu_213c8c0c-879a-41a2-b6da-79682eb2cc55.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230306/20230519_080415_00121_anghu_213c8c0c-879a-41a2-b6da-79682eb2cc55 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230306/20230519_080415_00121_anghu_213c8c0c-879a-41a2-b6da-79682eb2cc55.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230102/20230519_080415_00121_anghu_1d812909-40f0-4e37-84b9-b8785f9ce230.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230102/20230519_080415_00121_anghu_1d812909-40f0-4e37-84b9-b8785f9ce230
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230102/20230519_080415_00121_anghu_1d812909-40f0-4e37-84b9-b8785f9ce230.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230102/20230519_080415_00121_anghu_a3a332f1-8965-49ab-8431-658200fcfdd6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230102/20230519_080415_00121_anghu_a3a332f1-8965-49ab-8431-658200fcfdd6 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230102/20230519_080415_00121_anghu_a3a332f1-8965-49ab-8431-658200fcfdd6.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230102/20230519_080415_00121_anghu_b7d42768-c893-4e13-b588-de6f29f744c5.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230102/20230519_080415_00121_anghu_b7d42768-c893-4e13-b588-de6f29f744c5 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230102/20230519_080415_00121_anghu_b7d42768-c893-4e13-b588-de6f29f744c5.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230105/20230519_080415_00121_anghu_f24172e5-1570-442f-8e95-8a2cdf1c93d9.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230105/20230519_080415_00121_anghu_f24172e5-1570-442f-8e95-8a2cdf1c93d9 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230105/20230519_080415_00121_anghu_f24172e5-1570-442f-8e95-8a2cdf1c93d9.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230105/20230519_080415_00121_anghu_458d97fc-2cf5-4269-9693-fd75e5220767.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230105/20230519_080415_00121_anghu_458d97fc-2cf5-4269-9693-fd75e5220767 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230105/20230519_080415_00121_anghu_458d97fc-2cf5-4269-9693-fd75e5220767.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230105/20230519_080415_00121_anghu_278b84a0-2e1c-4fad-bc61-18aa764e527f.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230105/20230519_080415_00121_anghu_278b84a0-2e1c-4fad-bc61-18aa764e527f Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230105/20230519_080415_00121_anghu_278b84a0-2e1c-4fad-bc61-18aa764e527f.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230308/20230519_080415_00121_anghu_e96d49e2-1da0-4f71-b70f-62d74950f47d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230308/20230519_080415_00121_anghu_e96d49e2-1da0-4f71-b70f-62d74950f47d Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230308/20230519_080415_00121_anghu_e96d49e2-1da0-4f71-b70f-62d74950f47d.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230308/20230519_080415_00121_anghu_4587e192-44a7-4fad-8e1a-1286645b7570.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230308/20230519_080415_00121_anghu_4587e192-44a7-4fad-8e1a-1286645b7570 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230308/20230519_080415_00121_anghu_4587e192-44a7-4fad-8e1a-1286645b7570.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230227/20230519_080415_00121_anghu_c732e6c8-20bd-4b56-b8cc-5f13ce3f2e63.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230227/20230519_080415_00121_anghu_c732e6c8-20bd-4b56-b8cc-5f13ce3f2e63 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230227/20230519_080415_00121_anghu_c732e6c8-20bd-4b56-b8cc-5f13ce3f2e63.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230227/20230519_080415_00121_anghu_a4c5ff79-c942-4846-8313-03d3c31eb0b7.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230227/20230519_080415_00121_anghu_a4c5ff79-c942-4846-8313-03d3c31eb0b7 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230227/20230519_080415_00121_anghu_a4c5ff79-c942-4846-8313-03d3c31eb0b7.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230227/20230519_080415_00121_anghu_f5d867a0-2eb1-4d1f-826b-6cf35e194921.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230227/20230519_080415_00121_anghu_f5d867a0-2eb1-4d1f-826b-6cf35e194921 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230227/20230519_080415_00121_anghu_f5d867a0-2eb1-4d1f-826b-6cf35e194921.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230218/20230519_080415_00121_anghu_1bcc2944-6991-4d02-84c3-383c42a91c42.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230218/20230519_080415_00121_anghu_1bcc2944-6991-4d02-84c3-383c42a91c42 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230218/20230519_080415_00121_anghu_1bcc2944-6991-4d02-84c3-383c42a91c42.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230218/20230519_080415_00121_anghu_b3531547-7ba5-4850-b886-6f8082e25117.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230218/20230519_080415_00121_anghu_b3531547-7ba5-4850-b886-6f8082e25117 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230218/20230519_080415_00121_anghu_b3531547-7ba5-4850-b886-6f8082e25117.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230218/20230519_080415_00121_anghu_5084603b-9289-4f17-8aee-4ca9f71adeef.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230218/20230519_080415_00121_anghu_5084603b-9289-4f17-8aee-4ca9f71adeef Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230218/20230519_080415_00121_anghu_5084603b-9289-4f17-8aee-4ca9f71adeef.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230220/20230519_080415_00121_anghu_c6d232b1-1bc4-4c4b-ba1e-0a9b0b9927ce.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230220/20230519_080415_00121_anghu_c6d232b1-1bc4-4c4b-ba1e-0a9b0b9927ce Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230220/20230519_080415_00121_anghu_c6d232b1-1bc4-4c4b-ba1e-0a9b0b9927ce.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230220/20230519_080415_00121_anghu_d7289fe9-1f48-4d9d-baef-0c00b032eba5.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230220/20230519_080415_00121_anghu_d7289fe9-1f48-4d9d-baef-0c00b032eba5 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230220/20230519_080415_00121_anghu_d7289fe9-1f48-4d9d-baef-0c00b032eba5.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230220/20230519_080415_00121_anghu_51813dd5-09c0-4e0d-b699-7326ae5d9fa5.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230220/20230519_080415_00121_anghu_51813dd5-09c0-4e0d-b699-7326ae5d9fa5 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230220/20230519_080415_00121_anghu_51813dd5-09c0-4e0d-b699-7326ae5d9fa5.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230216/20230519_080415_00121_anghu_7fa12a1a-2a6e-481f-9b75-6c4d2651b3da.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230216/20230519_080415_00121_anghu_7fa12a1a-2a6e-481f-9b75-6c4d2651b3da Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230216/20230519_080415_00121_anghu_7fa12a1a-2a6e-481f-9b75-6c4d2651b3da.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230216/20230519_080415_00121_anghu_07d09249-2a7c-4fd2-9fd7-ca2b5215d04d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230216/20230519_080415_00121_anghu_07d09249-2a7c-4fd2-9fd7-ca2b5215d04d Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230216/20230519_080415_00121_anghu_07d09249-2a7c-4fd2-9fd7-ca2b5215d04d.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230216/20230519_080415_00121_anghu_5744d14a-bf9f-4cf5-8500-dcf7fbed7520.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230216/20230519_080415_00121_anghu_5744d14a-bf9f-4cf5-8500-dcf7fbed7520 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230216/20230519_080415_00121_anghu_5744d14a-bf9f-4cf5-8500-dcf7fbed7520.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230211/20230519_080415_00121_anghu_64116778-baac-40e6-a604-81118344e620.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230211/20230519_080415_00121_anghu_64116778-baac-40e6-a604-81118344e620 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230211/20230519_080415_00121_anghu_64116778-baac-40e6-a604-81118344e620.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230211/20230519_080415_00121_anghu_30bdbe80-d4ca-4186-957e-7e63f66939a6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230211/20230519_080415_00121_anghu_30bdbe80-d4ca-4186-957e-7e63f66939a6 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230211/20230519_080415_00121_anghu_30bdbe80-d4ca-4186-957e-7e63f66939a6.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230211/20230519_080415_00121_anghu_4abce1e1-e9fb-40e9-983b-d2ed383cc9c2.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230211/20230519_080415_00121_anghu_4abce1e1-e9fb-40e9-983b-d2ed383cc9c2 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230211/20230519_080415_00121_anghu_4abce1e1-e9fb-40e9-983b-d2ed383cc9c2.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230210/20230519_080415_00121_anghu_058602c3-0430-464c-9ab0-aa4ee8fc8762.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230210/20230519_080415_00121_anghu_058602c3-0430-464c-9ab0-aa4ee8fc8762
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230210/20230519_080415_00121_anghu_058602c3-0430-464c-9ab0-aa4ee8fc8762.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230210/20230519_080415_00121_anghu_14d7a81c-4148-43bc-8fb7-d96a417c43cc.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230210/20230519_080415_00121_anghu_14d7a81c-4148-43bc-8fb7-d96a417c43cc Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230210/20230519_080415_00121_anghu_14d7a81c-4148-43bc-8fb7-d96a417c43cc.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230210/20230519_080415_00121_anghu_7df3b0f2-fc5a-4f42-89c5-37d438cc0b2b.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230210/20230519_080415_00121_anghu_7df3b0f2-fc5a-4f42-89c5-37d438cc0b2b Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230210/20230519_080415_00121_anghu_7df3b0f2-fc5a-4f42-89c5-37d438cc0b2b.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230217/20230519_080415_00121_anghu_7dafbe77-5ae7-4801-ad14-5e4426a0a699.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230217/20230519_080415_00121_anghu_7dafbe77-5ae7-4801-ad14-5e4426a0a699 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230217/20230519_080415_00121_anghu_7dafbe77-5ae7-4801-ad14-5e4426a0a699.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230217/20230519_080415_00121_anghu_02db69a6-2d88-408c-8640-0d3997a3b406.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230217/20230519_080415_00121_anghu_02db69a6-2d88-408c-8640-0d3997a3b406 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230217/20230519_080415_00121_anghu_02db69a6-2d88-408c-8640-0d3997a3b406.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230217/20230519_080415_00121_anghu_06dca308-b97b-4774-860b-6a4c3817bb83.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230217/20230519_080415_00121_anghu_06dca308-b97b-4774-860b-6a4c3817bb83 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230217/20230519_080415_00121_anghu_06dca308-b97b-4774-860b-6a4c3817bb83.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230228/20230519_080415_00121_anghu_ea842bd0-ab3e-4cd4-a4a6-7d15bffed678.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230228/20230519_080415_00121_anghu_ea842bd0-ab3e-4cd4-a4a6-7d15bffed678 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230228/20230519_080415_00121_anghu_ea842bd0-ab3e-4cd4-a4a6-7d15bffed678.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230228/20230519_080415_00121_anghu_caacaa19-a583-47d6-b7be-505bced02e54.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230228/20230519_080415_00121_anghu_caacaa19-a583-47d6-b7be-505bced02e54 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230228/20230519_080415_00121_anghu_caacaa19-a583-47d6-b7be-505bced02e54.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230228/20230519_080415_00121_anghu_853c3546-fc2a-4f39-b5b0-23ee5c26f46a.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230228/20230519_080415_00121_anghu_853c3546-fc2a-4f39-b5b0-23ee5c26f46a Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230228/20230519_080415_00121_anghu_853c3546-fc2a-4f39-b5b0-23ee5c26f46a.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230221/20230519_080415_00121_anghu_e5564ac9-7348-43df-babc-565d81e25135.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230221/20230519_080415_00121_anghu_e5564ac9-7348-43df-babc-565d81e25135 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230221/20230519_080415_00121_anghu_e5564ac9-7348-43df-babc-565d81e25135.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230221/20230519_080415_00121_anghu_f7a5954c-abb6-4481-9136-52ca2919a800.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230221/20230519_080415_00121_anghu_f7a5954c-abb6-4481-9136-52ca2919a800 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230221/20230519_080415_00121_anghu_f7a5954c-abb6-4481-9136-52ca2919a800.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_c1591309-53fc-4aad-8adf-79d002b58349.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_c1591309-53fc-4aad-8adf-79d002b58349 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_c1591309-53fc-4aad-8adf-79d002b58349.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_1b572c60-a614-4c0e-94fa-7d97bae100c1.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_1b572c60-a614-4c0e-94fa-7d97bae100c1 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_1b572c60-a614-4c0e-94fa-7d97bae100c1.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_836a1c69-362e-4aeb-995c-072122275f28.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_836a1c69-362e-4aeb-995c-072122275f28 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_836a1c69-362e-4aeb-995c-072122275f28.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_c5964d1e-8547-49cc-b7e5-24a430bf0d77.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_c5964d1e-8547-49cc-b7e5-24a430bf0d77 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_c5964d1e-8547-49cc-b7e5-24a430bf0d77.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_1d737373-a0c2-4326-bf43-23b3206d1c94.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_1d737373-a0c2-4326-bf43-23b3206d1c94 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_1d737373-a0c2-4326-bf43-23b3206d1c94.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_d1061d22-662a-44ac-a718-d13428e03008.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_d1061d22-662a-44ac-a718-d13428e03008 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_d1061d22-662a-44ac-a718-d13428e03008.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_56093bd1-dfd0-4be8-b537-0f4d17b687e3.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_56093bd1-dfd0-4be8-b537-0f4d17b687e3 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_56093bd1-dfd0-4be8-b537-0f4d17b687e3.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_5255ce05-92b8-4d9c-8e5a-dfc7431c209f.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_5255ce05-92b8-4d9c-8e5a-dfc7431c209f Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_5255ce05-92b8-4d9c-8e5a-dfc7431c209f.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_5a6aa8d0-8290-4dcb-a0a0-2d5c08299a68.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_5a6aa8d0-8290-4dcb-a0a0-2d5c08299a68 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_5a6aa8d0-8290-4dcb-a0a0-2d5c08299a68.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_66ff3596-80d6-4b32-8f1b-f5ca3c6cfcc7.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_66ff3596-80d6-4b32-8f1b-f5ca3c6cfcc7 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_66ff3596-80d6-4b32-8f1b-f5ca3c6cfcc7.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_40dbcffa-e259-4bc3-be39-6b81d972527a.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_40dbcffa-e259-4bc3-be39-6b81d972527a Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_40dbcffa-e259-4bc3-be39-6b81d972527a.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_832724c7-78bc-40ac-8197-f0bbc31494d6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_832724c7-78bc-40ac-8197-f0bbc31494d6 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_832724c7-78bc-40ac-8197-f0bbc31494d6.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_e9c1ae49-b394-42fd-8f76-0edd49d62134.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_e9c1ae49-b394-42fd-8f76-0edd49d62134 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_e9c1ae49-b394-42fd-8f76-0edd49d62134.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_ba77abc6-d2de-4bc9-9678-bb332908a077.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_ba77abc6-d2de-4bc9-9678-bb332908a077 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_ba77abc6-d2de-4bc9-9678-bb332908a077.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_eb8d0c5e-0718-4497-896b-245343fd8beb.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_eb8d0c5e-0718-4497-896b-245343fd8beb Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_eb8d0c5e-0718-4497-896b-245343fd8beb.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230205/20230519_080415_00121_anghu_117390c9-e9a1-4cbb-b048-1ada0b711ab4.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230205/20230519_080415_00121_anghu_117390c9-e9a1-4cbb-b048-1ada0b711ab4
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230205/20230519_080415_00121_anghu_117390c9-e9a1-4cbb-b048-1ada0b711ab4.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230205/20230519_080415_00121_anghu_1b7ed2f0-8edf-49ee-a078-882fff07c878.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230205/20230519_080415_00121_anghu_1b7ed2f0-8edf-49ee-a078-882fff07c878 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230205/20230519_080415_00121_anghu_1b7ed2f0-8edf-49ee-a078-882fff07c878.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_2bfd9126-de30-40a1-8745-9f8bd2104068.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_2bfd9126-de30-40a1-8745-9f8bd2104068 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_2bfd9126-de30-40a1-8745-9f8bd2104068.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_d5bc4b7a-770a-4e17-9b82-706c04a0e5cc.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_d5bc4b7a-770a-4e17-9b82-706c04a0e5cc Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_d5bc4b7a-770a-4e17-9b82-706c04a0e5cc.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_847976f7-76ca-4851-a8b2-06a116443613.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_847976f7-76ca-4851-a8b2-06a116443613 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_847976f7-76ca-4851-a8b2-06a116443613.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_9e5d9d0a-6774-4742-ab44-e465fba038fb.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_9e5d9d0a-6774-4742-ab44-e465fba038fb Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_9e5d9d0a-6774-4742-ab44-e465fba038fb.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_e5c6e089-0c8f-457f-92f5-c73fbf506cd4.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_e5c6e089-0c8f-457f-92f5-c73fbf506cd4 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_e5c6e089-0c8f-457f-92f5-c73fbf506cd4.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_ec44def6-5f8b-4f39-b42e-925dbc895e0c.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_ec44def6-5f8b-4f39-b42e-925dbc895e0c Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_ec44def6-5f8b-4f39-b42e-925dbc895e0c.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_82463d5c-f069-44dd-9de3-13298827a1aa.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_82463d5c-f069-44dd-9de3-13298827a1aa Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_82463d5c-f069-44dd-9de3-13298827a1aa.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_d2dc8201-0f06-464a-aa34-4e0c6aceb7f2.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_d2dc8201-0f06-464a-aa34-4e0c6aceb7f2 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_d2dc8201-0f06-464a-aa34-4e0c6aceb7f2.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_f0c6fec8-a4ad-49e3-9a5c-864e206bfe29.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_f0c6fec8-a4ad-49e3-9a5c-864e206bfe29 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_f0c6fec8-a4ad-49e3-9a5c-864e206bfe29.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_f52c068b-49c4-4a94-9a55-816a5d3e8750.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_f52c068b-49c4-4a94-9a55-816a5d3e8750 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_f52c068b-49c4-4a94-9a55-816a5d3e8750.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230312/20230519_080415_00121_anghu_b8d0626a-cfa7-45b8-b1f5-96344db245f7.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230312/20230519_080415_00121_anghu_b8d0626a-cfa7-45b8-b1f5-96344db245f7 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230312/20230519_080415_00121_anghu_b8d0626a-cfa7-45b8-b1f5-96344db245f7.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230312/20230519_080415_00121_anghu_3dfb9790-eb06-4b15-b53b-0a497296cede.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230312/20230519_080415_00121_anghu_3dfb9790-eb06-4b15-b53b-0a497296cede Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230312/20230519_080415_00121_anghu_3dfb9790-eb06-4b15-b53b-0a497296cede.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_db6ea8ee-129f-4590-aa1d-dd7fb7fe4c62.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_db6ea8ee-129f-4590-aa1d-dd7fb7fe4c62 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_db6ea8ee-129f-4590-aa1d-dd7fb7fe4c62.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_9897b1cc-508b-42c7-8a1c-2851e4309ed8.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_9897b1cc-508b-42c7-8a1c-2851e4309ed8 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_9897b1cc-508b-42c7-8a1c-2851e4309ed8.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_be108ba4-29f7-4c20-b220-22a48a27a384.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_be108ba4-29f7-4c20-b220-22a48a27a384 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_be108ba4-29f7-4c20-b220-22a48a27a384.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_3ae81c30-bdb2-4a19-8694-d5f938682be2.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_3ae81c30-bdb2-4a19-8694-d5f938682be2 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_3ae81c30-bdb2-4a19-8694-d5f938682be2.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_92295a1d-b369-4b4f-b244-8233867d3708.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_92295a1d-b369-4b4f-b244-8233867d3708 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_92295a1d-b369-4b4f-b244-8233867d3708.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_04fd2073-bbe6-4726-a67c-8be7c4299edd.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_04fd2073-bbe6-4726-a67c-8be7c4299edd Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_04fd2073-bbe6-4726-a67c-8be7c4299edd.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_35a45dfb-a58d-4e13-a9ff-868e6049ec92.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_35a45dfb-a58d-4e13-a9ff-868e6049ec92 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_35a45dfb-a58d-4e13-a9ff-868e6049ec92.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_35f00c36-08b2-4ace-a450-b6234bcba573.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_35f00c36-08b2-4ace-a450-b6234bcba573 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_35f00c36-08b2-4ace-a450-b6234bcba573.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_8beae3f5-8d61-4685-8bc3-c56fb1f37ce0.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_8beae3f5-8d61-4685-8bc3-c56fb1f37ce0 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_8beae3f5-8d61-4685-8bc3-c56fb1f37ce0.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_3cf440de-f0de-4f00-970a-d461475baaf6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_3cf440de-f0de-4f00-970a-d461475baaf6
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_3cf440de-f0de-4f00-970a-d461475baaf6.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_2dc3772f-8036-4ae9-b1f8-ed1b24925ad1.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_2dc3772f-8036-4ae9-b1f8-ed1b24925ad1 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_2dc3772f-8036-4ae9-b1f8-ed1b24925ad1.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_f5f6a441-7c8d-4421-b09a-0fb2c1199b63.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_f5f6a441-7c8d-4421-b09a-0fb2c1199b63 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_f5f6a441-7c8d-4421-b09a-0fb2c1199b63.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_e0c3cd50-7abb-4c78-95ce-5a4f5af18a76.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_e0c3cd50-7abb-4c78-95ce-5a4f5af18a76 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_e0c3cd50-7abb-4c78-95ce-5a4f5af18a76.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_7cbfeaad-4b2f-41fa-9c2f-52032ae9db21.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_7cbfeaad-4b2f-41fa-9c2f-52032ae9db21 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_7cbfeaad-4b2f-41fa-9c2f-52032ae9db21.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_b8232718-8be4-42e0-8398-4dbc1c7fca98.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_b8232718-8be4-42e0-8398-4dbc1c7fca98 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_b8232718-8be4-42e0-8398-4dbc1c7fca98.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_a4f0f3fc-5375-41c7-b549-8df8e20d2454.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_a4f0f3fc-5375-41c7-b549-8df8e20d2454 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_a4f0f3fc-5375-41c7-b549-8df8e20d2454.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_d7758d77-1d90-4445-8ec5-1533a0802465.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_d7758d77-1d90-4445-8ec5-1533a0802465 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_d7758d77-1d90-4445-8ec5-1533a0802465.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_2a07b23a-3dab-4878-b740-25da64908ed6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_2a07b23a-3dab-4878-b740-25da64908ed6 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_2a07b23a-3dab-4878-b740-25da64908ed6.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_fa3820b8-c90c-42d9-ab7c-58acf30fe3ea.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_fa3820b8-c90c-42d9-ab7c-58acf30fe3ea Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_fa3820b8-c90c-42d9-ab7c-58acf30fe3ea.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_9fbe8d7c-27e3-4ab8-a906-ef4016bfe545.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_9fbe8d7c-27e3-4ab8-a906-ef4016bfe545 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_9fbe8d7c-27e3-4ab8-a906-ef4016bfe545.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_309aac42-dbf5-432a-ac06-412077a39767.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_309aac42-dbf5-432a-ac06-412077a39767 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_309aac42-dbf5-432a-ac06-412077a39767.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_ba166507-aa3d-4161-bbee-11fbc864b87d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_ba166507-aa3d-4161-bbee-11fbc864b87d Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_ba166507-aa3d-4161-bbee-11fbc864b87d.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_1c9a89b2-f359-406f-ad99-2a50c35d6404.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_1c9a89b2-f359-406f-ad99-2a50c35d6404 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_1c9a89b2-f359-406f-ad99-2a50c35d6404.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_06303994-854e-4946-b708-0721b2004e13.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_06303994-854e-4946-b708-0721b2004e13 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_06303994-854e-4946-b708-0721b2004e13.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_c32a8887-7b53-4d5c-a6fd-2ac9db27e398.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_c32a8887-7b53-4d5c-a6fd-2ac9db27e398 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_c32a8887-7b53-4d5c-a6fd-2ac9db27e398.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_70c04390-984a-420d-8af2-22967e7018e0.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_70c04390-984a-420d-8af2-22967e7018e0 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_70c04390-984a-420d-8af2-22967e7018e0.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_d1fb14e3-1623-41aa-a37c-0df12206faa3.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_d1fb14e3-1623-41aa-a37c-0df12206faa3 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_d1fb14e3-1623-41aa-a37c-0df12206faa3.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_be7b3228-43e5-4728-8016-c6c354d8745d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_be7b3228-43e5-4728-8016-c6c354d8745d Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_be7b3228-43e5-4728-8016-c6c354d8745d.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_2f82ca1d-08a9-4c39-9717-921c8138ced6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_2f82ca1d-08a9-4c39-9717-921c8138ced6 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_2f82ca1d-08a9-4c39-9717-921c8138ced6.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_5e48f2c8-635b-4262-814c-6114aff06822.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_5e48f2c8-635b-4262-814c-6114aff06822 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_5e48f2c8-635b-4262-814c-6114aff06822.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_3548f26d-73aa-476e-b690-e3fd3b77c594.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_3548f26d-73aa-476e-b690-e3fd3b77c594 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_3548f26d-73aa-476e-b690-e3fd3b77c594.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_530ea43a-7214-477a-bbd9-06b02a7681a0.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_530ea43a-7214-477a-bbd9-06b02a7681a0 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_530ea43a-7214-477a-bbd9-06b02a7681a0.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_4f9abd55-fa7d-41e0-b91c-74b71378e0ac.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_4f9abd55-fa7d-41e0-b91c-74b71378e0ac
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_4f9abd55-fa7d-41e0-b91c-74b71378e0ac.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_212f8450-5a98-45fd-9aaa-b528ddf53596.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_212f8450-5a98-45fd-9aaa-b528ddf53596 Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_212f8450-5a98-45fd-9aaa-b528ddf53596.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_15729c4c-db5b-49ac-9479-c9805348759e.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_15729c4c-db5b-49ac-9479-c9805348759e Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_15729c4c-db5b-49ac-9479-c9805348759e.csv Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_4e13ee99-4b7d-4dfc-900f-a1a087172b1f.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_4e13ee99-4b7d-4dfc-900f-a1a087172b1f Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_4e13ee99-4b7d-4dfc-900f-a1a087172b1f.csv Berthhistory extraction and CSV conversion completed.
In [87]:
import os
import pandas as pd
def load_and_combine_csv_files(base_dir):
"""
Recursively load and combine all CSV files from subfolders into a single DataFrame for each top-level parent folder.
The keys of the dictionary will be based on the top-level folder names.
"""
dataframes = {}
# Walk through the base directory
for root, dirs, files in os.walk(base_dir):
# If we're at the top-level directory (e.g., 'log=alarm'), combine all CSVs in its subdirectories
if root == base_dir:
for dir in dirs:
dir_path = os.path.join(root, dir)
combined_df = pd.DataFrame()
for sub_root, sub_dirs, sub_files in os.walk(dir_path):
for file in sub_files:
if file.endswith('.csv'):
csv_path = os.path.join(sub_root, file)
# Load the CSV and concatenate it to the combined DataFrame
try:
df = pd.read_csv(csv_path, low_memory=False) # Handle mixed types warning
combined_df = pd.concat([combined_df, df], ignore_index=True)
print(f"Added {csv_path} to {dir}")
except Exception as e:
print(f"Failed to load {csv_path}: {e}")
if not combined_df.empty:
dataframes[dir] = combined_df
print(f"Created combined DataFrame for {dir}")
return dataframes
# Define your extracted data directory
extracted_dir = "/Users/aditijain/Downloads/extracted_metro_data" # Replace with your actual path
# Load and combine all CSV files into DataFrames
dataframes = load_and_combine_csv_files(extracted_dir)
# Output the keys of the loaded DataFrames to verify
print(f"DataFrames loaded and combined: {list(dataframes.keys())}")
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230107/3dd0701d-ecc0-49b9-9980-f2016b2ee2bc.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230303/7affb05e-0e4c-41bb-8e98-f9d4511120d8.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230131/e2f695fe-d698-4c42-a377-191e360318f1.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230304/8e532d34-c75a-44d6-864e-62d9c1c63f67.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230109/a6e0d140-cab5-41a1-b9c3-88addb545183.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230305/59bbc49a-1043-4a0e-9ff5-220fec59c6a5.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230108/03328717-54dd-4ab5-a960-e510a6dba15b.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230130/5daace87-a6be-4714-852d-cd96c66cf8fc.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230302/13bd511e-0ce5-440f-aa10-3069b94b1efb.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230106/88a666f7-424d-4b77-bc64-1afeac907758.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230101/f67d98d6-b304-4af3-8e49-cf87813f7111.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230223/d1df8eaf-fb0e-4ff0-b29d-56b890f9c3cf.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230224/db00c31a-dda0-4065-90ec-e5887e97e4e8.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230212/28797df6-db2a-4de9-bc60-9742b86884b9.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230215/af52a052-d826-4471-a98e-6b5466fa0624.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230214/3c1ee7c0-7711-4e84-917c-634f47e0186a.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230213/6874be4f-8fcf-47f4-b54f-784334a0ebd6.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230225/3872f248-9003-4544-988a-7f86969955dc.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230222/55cdcc31-a919-45af-b426-c13d0af013b6.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230207/4aad4cb3-0a75-41f1-9748-7b76df6c0caf.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230209/4b8a5b61-1c70-4983-a63d-4ea48bed608b.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230208/d1efdba9-ed16-4e99-84f1-60309033db16.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230206/23df6340-b380-4b8f-8f3d-30494caf8f0c.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230201/620c05ce-5d8c-45a4-a0ef-a44edec8cb1e.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20221230/cee8c702-4a13-46b7-8f7c-cb9091ae0ad3.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230123/efad8394-7acf-4ce1-a25a-2d28f7aac2c2.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230311/47d11b3f-a3f2-4a46-bf9c-cf75202d229d.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230316/37f45211-bae8-43ba-ab7c-e6dd71259de9.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230124/ef384ca2-5608-4381-8381-283b41bce99c.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230320/bc95857a-6b57-4eeb-aacc-291aa15d7e0b.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230112/39271aa5-92ff-41a3-b59e-b381366f0d64.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230318/436bd15f-3dc5-4839-a8ce-dfc2eb3ae711.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230115/1de41994-0750-498f-b926-024769b29cad.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20221231/95c4a764-cd19-4787-8ef0-c2db67afd140.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230319/3a2ec4fd-d1dc-4259-a553-9d395107e785.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230114/8abb37f9-d435-4936-adf7-c55b438814ca.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230113/77815a37-b50b-41ba-86c6-66f5948fa7ca.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230125/2156efc2-83bf-4819-a039-11af29a875e7.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230317/2602b865-0cef-4db1-8a28-36873b30753e.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230310/2179a487-5eac-4e20-8e8f-01e7385b4d27.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230122/ffb9b2aa-5777-4f89-adc7-2f5a90074a88.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20221228/c51cb89b-2312-4a19-8594-4ce6a59e5655.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230104/68fe8fa6-9047-428b-a186-4b856387bbe2.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230309/a2a63d46-c26a-45f0-97d8-ee61d5546f44.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230103/c0ced58a-f4ca-464f-b2ec-36241116de11.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230307/04ca8b33-0288-446e-8946-b522e0c90289.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20221229/13e0558c-3372-411c-a89b-d7f00823a2b6.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20221227/19d3fe01-7ea8-49ad-9176-4be8b0ad3974.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230301/266d435e-d577-4572-a62c-96be64e4bf18.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230306/053e7940-ad37-4dad-943f-0ee112fae0ea.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230102/18c0f634-eb1f-441d-bc88-72d296d1c6a0.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230105/05aa6642-6a5f-4258-a65d-1853f3d99f75.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230308/98c0c3f2-5f32-422b-a720-435dceb02b1b.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230227/fde6d47f-d83f-4b25-b001-fd21a6fa6210.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230218/b65b3655-7cd8-44c4-aa66-1ee21dbf8941.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230220/2b7b392f-de58-49e2-9388-b15dea720442.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230216/b6399f66-ce36-4d09-a6ac-b7e975683437.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230211/c535df0d-a5ec-4b9a-b608-cd20e2e2446e.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230210/eeb65cc4-322f-4e1c-9b83-4a9f20a604ff.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230217/7814651e-4f8c-49ec-8614-823f45f47b94.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230228/9692c934-fc39-4b34-9e5e-849e2bde05b6.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230221/abad9bc9-8b6f-4540-9bcd-fbafe67b91d1.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230226/6218ca52-96b3-48fe-95c0-9f0353cf1bfd.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230219/67eca540-390d-45c3-b1bc-e221d9e5fc15.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230204/5ac0623e-20b5-483a-aa5d-097fb40116be.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230203/55cc1e39-fcb2-47f4-aebc-3a2498b987ae.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230202/571ff0cf-7464-4a12-81f9-fe22d89ebe6a.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230205/0d38261f-e740-45e3-b74b-4bcfe9da3265.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230118/038a1242-6904-49ed-9b75-e500b6fa9a44.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230127/d28cca8d-806f-476c-9235-ca21c850d37d.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230315/17143cb1-1c6a-40fe-ac05-5c7dd8fe5118.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230312/77a25b88-06da-4795-ae26-1897803e4b2c.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230120/36edd289-4346-404f-90f1-1ce464dd64b1.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230129/ccc0790b-ef4d-4a35-96ef-71d3012ef57e.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230116/c21f429f-8411-4682-99e4-320bd4c01b40.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230111/078f59f8-b694-4a05-845c-1cd8d877fd80.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230110/f71adaf7-8b4c-46b7-a740-003c271c7515.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230128/642a337d-a925-40f7-8092-078369cbedc4.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230117/0d0cafce-105e-4b74-8ec9-c83ca37bbe17.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230121/679045ff-6d1b-4f28-85a7-7273aa17df34.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230313/b2cf7d6e-0f18-40bb-a579-93b3dfbfd6fc.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230119/5879d840-1b9c-43c4-ae96-ab507bb6a4ea.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230314/20125996-2c85-43c5-a67a-079b7b035c39.csv to log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230126/e241f312-2dde-4d3c-9939-d836ab186189.csv to log=berthDisplay Created combined DataFrame for log=berthDisplay Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230107/93bb2a4d-f597-4664-978e-9b8c1cf8ae15.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230303/89eb095c-de98-4a31-8a41-94498ccacb03.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230131/e0a8c14e-6d6c-4d8e-8bb6-193bfa7bd794.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230304/4e7e9ca1-bc54-4a83-9ab9-b005e5dacd1b.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230109/0d233236-e131-4cf8-b0d2-2e46d8cc97e9.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221222/ca1dfdcc-3a8f-4ac7-8cf3-ebb946b84d3c.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221213/e6766380-a0d8-44a5-a21c-1ba6b1ad5e58.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221214/161d0891-94d6-4437-b737-fa458bced8e6.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230305/d4f3318b-7b45-422e-a8e9-a5538a726e01.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230108/2a0a920f-b18a-4da9-b7a4-dc408497aa11.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230130/6a8d62f3-0891-4d4d-a4c5-91af2fd2cbbd.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230302/eeebab9a-88d7-408b-9cb4-6b46676d5795.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230106/0d512893-53a5-458a-8788-f312da1b0f0c.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230101/8b372cc7-c36e-432d-ad7d-a11b32164b46.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221215/bbd2eda2-c784-45bd-b637-c28188caea75.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221212/3dcaa4c3-5ed0-4451-99d6-12b763bb3629.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221224/1a9c5295-2cbc-4a33-a11c-2e42e41e91f5.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221223/11564281-0c12-456d-89ce-c97186f1e154.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230223/a1eb27a5-0dd0-4dd3-ad2a-985c013e5693.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230224/922fe7dc-1331-4488-9d02-991d99ac5897.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230212/84da01b4-b0a7-4179-97ab-178f245faaf6.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230215/d0045f6b-eaec-4393-ada9-dbe6ad53b8ac.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221130/f65a69d2-148e-4565-9d72-4ccfa69eb87c.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230214/904ecfcd-51b2-4cef-a262-c8b6ccd3c3e7.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230213/d60c5e59-8007-4ee1-b350-675865ae47b7.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230225/3cc4ff49-7d77-4a45-aef0-f1ad63e22307.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230222/c7d87252-7f59-4681-8c1f-0a0002951242.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221122/191db1c3-0ff8-4776-b896-819d9e441792.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221125/7e726ffc-6d13-4fee-8ea8-a556802cbf26.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221113/9dde3df2-00b6-4e59-8012-a8b3e2e423fc.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221114/c7200fc1-e25e-46fb-b579-83896b84f073.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230207/b663b548-71e5-4a9b-bb2a-c803f540290b.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230209/436f1478-c8fe-461a-9047-236c38dae8ad.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221115/f6c71fce-48b9-4d09-b981-867b9cdca6d6.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221112/e1d659c4-f8a0-4331-9a40-62a38387ff1d.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221124/5dbff52c-13b5-4827-83ea-4563db1f6a5d.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221123/5a34d00c-3512-49c2-8b9d-024f554a4446.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230208/f19f3003-1a3f-4a38-9501-758accc0f399.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230206/4a3dac94-d484-4099-bb63-588cdd886834.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230201/571928f5-fbd3-4d39-9897-3bac44fd6da9.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221201/53634432-e1b9-4200-bf47-0722681f3c59.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221206/e141fe7a-f08d-4fe1-a287-11cbc51e3fb8.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221230/afaaa943-e659-449d-9cfa-0a3d957592e8.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221208/b893a4e2-0e16-415d-b62d-ebb2fd45d634.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230123/f45a8965-2cad-4b31-98e4-15fb9772d3e6.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230311/4d122883-f929-44ca-b512-f072fbc40628.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230316/7713bad4-2db2-42bb-90a2-de54766b03e8.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230124/f83abeae-e72d-43a7-b6c1-37262fbf8c53.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230320/8205922c-7a10-40e8-94d9-e201ae6b7549.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230112/5a7faf1f-abf2-42af-a4a3-aebf58ec2957.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230318/83e322da-5fa9-4266-bbef-6e8589cfdde7.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230115/bccc83b1-75d7-4d59-8115-c84bdde1cb39.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221209/523a4f0f-463f-4326-a19e-d8a49252f96a.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221231/1dac66db-b152-4a46-9243-fe689bd0a1ad.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221207/d69f01e5-26b8-480d-816c-8c5ed3ed1a6b.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230319/dbed5572-e4e8-45e7-9b4a-d1acddd35ae4.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230114/3794dc91-39d1-4683-b9b2-0662ff1f9968.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230113/eb8b981d-27c1-4c10-b085-77386a999e59.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230125/e14466ce-363a-445e-b417-ce95586baacc.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230317/8ce95e6b-b681-4e07-bb6a-665358e51cc7.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230310/67203423-6738-48b8-b23c-8db48c73db6b.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230122/e68f6edb-cd37-4875-83b6-7c84cc984318.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221219/7e9d3f4f-f3be-4242-bb57-6cbe6d6085fc.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221226/7ffcf224-2cdc-44c8-9b06-909df772a225.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221221/808f55da-ede5-40ad-861c-3dd4469541be.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221228/2096ad50-618b-493f-b8a1-3fcc2215478e.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221217/9c3c72f3-dcbd-4c3e-adc7-21a27659bd33.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221210/23749ae3-4b29-4695-94e9-c4deec17e1a2.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230104/37de5def-69c0-40fd-832e-dcadeb756314.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230309/266dd3d1-976b-43d7-8f42-1b2c8b1ab927.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230103/bb8cc40f-e11b-455f-bdc5-a223d98d1679.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230307/9ccc6339-3f29-4a20-a6f3-3c5496280ec3.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221211/bec1ba87-0506-41cd-bb09-eed91ba43e52.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221229/36091083-3ec9-49db-aa66-75fc227f869b.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221216/4386a1a8-4887-406c-a515-758491ab6ae5.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221220/5a44fa88-4231-489a-ade3-d4b4b749907d.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221218/10ba2e77-6e40-4b4d-8f1e-2d9ca8ca1cf6.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221227/22be8794-5f85-458b-a90d-b665d028720c.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230301/d73c46ea-e253-4065-81eb-1f5c956c2626.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230306/cc85e42c-42c7-4283-8536-a8a428509ba4.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230102/26e3cf9e-db6f-4a0a-8a8b-b0b2b99e105d.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230105/a33a7a1d-c267-430a-ac41-e6c373daf40b.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230308/1a329d78-9edd-4498-a5f7-60380ab71598.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230227/ac1dff84-5950-4738-81d1-0377a19d8c43.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230218/af5ea491-9fd6-4f6f-bf92-33b3806f7f97.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230220/50102720-324b-4add-ade2-8b1cf953facf.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230216/5f289653-5d6b-4825-9b2d-bf8599c2ca32.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230211/4f7eed43-24b3-478a-a231-15c7d319d01b.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230210/2c284f61-a573-4a08-973a-8273ad810f51.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230217/39a3e5a0-eea5-4df1-86d9-2d4120308285.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230228/a5d0e41c-43fe-4def-8547-a47ec511f677.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230221/699e2bff-32ec-464d-919f-aff2d065f771.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230226/828a0877-d317-4a8d-b8bc-49808a4270a8.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230219/7aebba0d-4dd9-411e-ad38-b00cb6d807e7.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230204/efc1244f-a22f-4d83-ac8a-6e95645a6bf3.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230203/c203c72d-b824-4adb-a4e5-6db74e550efe.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221126/a50d91d7-10e4-4aad-858e-e9c1afa52094.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221119/6c221ae4-b0ee-4257-858c-06bffc145647.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221121/bfe13404-4ebf-4362-b703-9357f9e48afc.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221117/870618ad-d3c3-4d0d-a112-5eb35eee103f.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221128/f90adfe5-a140-4548-9595-3da681fc2cc4.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230202/30250f64-0162-47b7-8039-cede88531bbe.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230205/47e2d621-a63c-42fd-a344-01d0eeb20106.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221111/e3eaa74c-445c-4466-8f5f-58c2b4039f7e.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221116/aea490f3-19b9-4e1b-a840-96123244abd5.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221129/11f68f76-0762-4661-9a80-f44741223cff.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221120/552fa1c3-af7e-4a2a-aecd-96041d08973d.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221127/17e92448-80cf-4370-aed2-f4994449fe43.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221118/95b932d1-760a-4486-b026-35540770b63f.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230118/57fe873e-2f0c-4839-ac03-9e02f3481023.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230127/1162d048-8788-45fe-9ae2-6927e04d2af6.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230315/40903648-c2f3-461e-b2ec-13e88a7d253a.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230312/bd403720-5deb-4522-8a77-c3e979dc0b98.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230120/c532039a-4ef7-4501-a5d9-c5cf67323b9f.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230129/983f7f81-75bd-49ed-9b32-9bbe6f94b6ab.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230116/77bf0301-b430-4070-8823-31babcea5e18.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230111/32fabe6b-b5b5-4b8d-a473-47189287abca.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221205/40e3d797-5d90-453e-ae25-a158e2618da2.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221202/fb98b2a5-dfae-46e6-ada7-e9027027831f.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230110/ba4e4f48-951a-4b33-9736-8e1518dd931a.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230128/09a15fac-e854-488a-993b-3aad66b0caf9.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230117/42e947a9-c974-4583-a2db-595c9e6c1a3b.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230121/0c528ec4-7c62-41c2-9ec1-bfe2a13c4067.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230313/8dc3bbfd-cafd-4878-bd9b-ad80065d0b47.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230119/cbd3160f-3ff2-42eb-b2ce-512773e095bc.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230314/4a93d33b-cc48-49e3-a840-096a88036636.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230126/062354e0-56ac-4282-a949-87b2614fac67.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221203/7040bc6f-2f5d-43d0-875b-9b4de71e42e9.csv to log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221204/abb69354-6c37-4a1e-bd6e-31f6459f2e92.csv to log=berth Created combined DataFrame for log=berth Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230224/4015bbdb-d7f6-4686-ab7b-bac0006db0ba.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230212/3f7bf1f7-0280-40fb-ba88-db462fd486ba.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230215/ff7fc15b-30bb-4244-a195-451b7585c9e7.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230214/bbae70f5-dff7-4958-9b96-283a58c04ca8.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230213/d1c420ac-37b2-44bc-b681-4e087f9e0330.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230225/bab4ef35-ab4f-4d3f-96d4-37c8fafd85c2.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230222/a6ac79a6-8b33-47b9-9334-8970516d08e0.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221109/42e4dd3d-37ea-4e18-8bb0-0f45e73e1cf2.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221122/9d510a3a-d47a-46d3-ab19-883b47ee686e.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221125/2115b3cf-490f-40fe-8638-b3021607beb0.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221113/1f091639-04df-4836-9445-4acf07c1309b.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221114/af5ecbc5-bdaa-44f7-bd16-be09eab390dd.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230207/229b679a-d973-46e7-88f7-0e10679a7cad.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230209/e952ba6d-2340-41c8-91a7-142721df05c6.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221115/72e63026-548f-455d-b0f9-807c119eeebb.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221112/01ab1d82-6413-429f-8486-da522ea197ea.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221124/2c6d55dd-5797-4bd4-88f4-25bc386e5c66.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221123/dbca0b2a-5e59-41d8-8f95-75971a9e826a.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230208/9c957e95-7a36-49a8-a53a-2b0c43bfbfe3.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230206/af4e5690-0c34-4f98-ad55-c06e5c9bd4dc.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230201/80a81895-121a-403e-921d-2cd4f016781b.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221206/1e79de54-b9f8-4976-88c2-027d2dd84640.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221230/ecf5ea8d-d071-4b12-8abb-750a03561825.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221208/7dcec4ec-7914-43a9-82d7-7e82061d2ca3.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230123/1ec35fb5-48eb-4b47-a99f-334888ca2592.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230311/c6a3ddd2-5281-4eb5-8f82-96d8459864d7.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230316/85f91b32-13ab-4fbd-bf48-3bffabf9ea0d.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230124/90430149-2b0b-425a-bb58-f7b0a7ce79dd.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230320/a0f0efd7-94b7-44a4-bd66-e97927f21e29.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230112/75a935a9-a3f8-46a5-b985-22ac477103d9.csv to log=equipment
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/Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230113/1005118e-0377-46e5-9e8d-b2d10b2226af.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230125/58b0ea92-741e-4468-8f4a-bacf99461e8b.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230317/c5ce7b2d-6b96-40c4-92d5-60c6e111441f.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230310/cce89a85-7d56-4c65-bfa5-9ba9400da3de.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230122/20af481f-30ed-418e-9c49-9723ee34ea02.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221219/cf75a5bd-6ffb-4bbc-8d4d-72d748179aac.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221226/c64cd66d-a88a-4f78-aae2-9cbd4587913a.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221221/b6216e3d-7dc5-4912-8d88-4f3b1b4ea062.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221228/2db24b00-83ec-4f85-a90b-10f2c7200642.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221217/ab21e095-baf0-44c2-a5b6-730ba712171d.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221210/2fd936f6-1a33-4a63-9b89-4744f6a0cbbf.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230104/5fb718e8-5a06-4a0d-82f2-ff256b149adf.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230309/eccabe3a-58e6-4c9d-8089-6a801d4593e2.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230103/cac8a8f1-a61f-4947-979e-b7795e97734d.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230307/64eee05a-2244-4cd2-915c-569cdc09bff8.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221211/62c4ec7c-1483-45fa-915f-9160b6037ca4.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221229/1d905459-6b57-4eef-920e-8404eb118a52.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221216/5ad883fa-a480-410f-b156-cac9863f4e3f.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221220/7a1ebdf2-04ce-4743-b9b0-00b144b6492d.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221218/18f29824-2ab4-4ff3-b56a-fe740c586c9c.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221227/bdfd6b61-4133-4c7e-a4cb-70d4724426fd.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230301/08170ec8-84de-4b59-ab1a-562ddc52498c.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230306/08971e35-3f16-4674-9c1f-f0c0adc67266.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230102/b6ce4275-c768-4a28-9f56-351f73b56e81.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230105/e3f9540a-ba75-4916-8ac2-e8026000622e.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230308/d9338b00-14f4-4e09-83fa-763a69f55b14.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230227/5020d6fd-a428-4db9-bbc0-f4dfcdc456ae.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230218/5d8472b7-138f-4e6a-a574-ae5ac454c528.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230220/1b5045e0-c93b-44a0-9a94-92f33f99b177.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230216/8735d924-af25-484c-8d29-4059f89779d1.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230211/12532d32-ec1c-4869-b7bf-cc2e42d1d400.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230210/ae8fec0c-5e60-4f9e-9f21-6e1a654abdd7.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230217/328fa894-8bc9-4424-bb08-1578e4457f4c.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230228/540d6274-6e8f-48c1-b065-4b2d90caeeb3.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230221/e197ed2b-e68c-4ba0-9c34-09ffed3f0687.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230226/75cb6a2a-24de-4da1-a7b6-273ab9edd8b2.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230219/7d6d3425-7f34-4edd-b4e0-cc84991006a0.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230204/8b64f522-4e88-439c-b529-74c67fcda2cb.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230203/ffe7e41d-8ca1-4828-b8fb-a213fc3ebd2a.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221126/504f5eb7-e201-4b3d-99d2-71dba652ca81.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221119/b48a7b11-00f0-4c71-927a-55d749039fb2.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221121/46780ea0-c121-40e9-82a1-16cb9826d937.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221117/a3af062d-95ca-401a-9a5a-a9e2ef0554d4.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221128/e038f67b-3e19-48fa-8467-e03a765e2a9c.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221110/8ac167e1-ac2d-4c6a-bf12-959e1067d411.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230202/5c6dbde2-3729-4dcb-85a7-8c33b4d3a5ee.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230205/e1c2d1e6-8363-41fc-8fbd-3c78a64eaade.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221111/1cc6f9a0-4d52-4f63-82d3-d49fc843bd8e.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221116/72234891-6ac9-4bfc-b400-59e800b20c7a.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221120/6eef3e92-dcf7-4a57-a575-13e4496b114c.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221127/23c1875e-1c89-4963-a155-5c1a2351f2da.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221118/40de6791-3c73-43f8-8249-df9383ae15f4.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230118/1642b539-beb2-48a9-9858-66699f3607fc.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230127/063fc43f-135a-4bd2-a6bf-9ca1d1129788.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230315/a1f2dc4c-1913-4bdd-b252-e456bc283748.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230312/f9fffd3c-06e1-4536-a530-3e84cd2b544c.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230120/096e1f76-b58a-4a0d-885a-684c3d3e5439.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230129/3196a7c1-686e-4cd1-9b22-6c9b7f3fef42.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230116/e02103c9-e027-42f5-a8a0-e891fdf13855.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230111/1ea591c4-8b71-4214-b1f2-786a0e9643f3.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221205/d0563970-8276-4185-9ab5-cd6f6848a174.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230110/64400e30-9aa9-4238-b1f0-49ebc305dfce.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230128/1b5ba13e-2b33-495d-8cca-a2c262c7d690.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230117/49d617f8-4044-4b07-a89f-d61dab3e93ef.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230121/8c77f31b-962f-4ea8-8995-28ddb6cf5507.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230313/9aa1b6d9-e72b-4216-bfd4-d31b4fb4f2b1.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230119/154ac163-5f48-4c52-8976-6e2cc2b59f06.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230314/4389fb54-8a25-446f-9aa5-8bba75625a00.csv to log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230126/39aea47e-ba64-4138-85f1-ea262e42823b.csv to log=equipment Created combined DataFrame for log=equipment Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230303/e8ce155b-8e60-49e3-b19c-0fcca53ca43d.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230131/3a7118bf-035a-4e13-85dd-31541fda8843.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230304/abbf3124-5f1d-4a89-818b-f07b47b65066.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230305/e7189b3f-e555-4691-865f-03a33ec4e513.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230130/bba28600-694b-48cb-92fb-ed34a0c5ea11.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230302/deca5a81-abb1-477a-bb4d-9288c8ec87a4.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230223/24680f25-f923-4360-b608-125b7bead33a.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230224/5cbfc2cd-191f-4b86-baf3-13394db08678.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230212/6987a362-f414-4e0a-9c31-5ff9f6581916.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230215/dea08288-c0b1-4041-b2fc-05eb300cd2e9.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230214/f2bf29fe-2ce3-40ba-aa51-965fc20780a9.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230213/be28d0bc-d2b1-4f33-895f-2cb90c111fc6.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230225/b97de9a4-f885-4eff-9aed-53d2d86b73f5.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230222/100f20cd-5451-4416-b8c9-144896d80336.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230207/92826ca5-ef2a-463e-8adc-ae4c04b165f4.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230209/cde4b8b3-f83c-4e94-88c8-a82242984aaf.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230208/b3eadf3c-446e-413a-bb9e-9c0ac20371d1.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230206/d8248d24-7b05-4e4c-a23d-7f1e4752796a.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230201/6aef464f-15ea-44cf-a350-4d5243c590dd.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230123/54bd3f8c-dc6a-4fdc-a8c4-5f855505a7fa.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230311/ff2720f7-db4e-49d0-bc90-9820e3797535.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230316/7f990d5b-aa9f-4b05-910b-b1197eff8918.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230124/521b11aa-12b5-4212-9d6d-7183bea5e5db.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230320/809a0e2f-8db5-4445-8540-eff9b0240195.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230318/dc9116c4-5ecd-4e90-b34b-156887524dd7.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230319/1d0a871f-a932-4f97-bb53-a37e9b977984.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230125/5eafab03-962f-489a-b84f-81da02dde757.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230317/a024a238-e3db-40d3-a578-e44f0cb48978.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230310/a8d2f70d-d7a9-48b9-a399-cb3a24ab1418.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230122/7158e931-a333-4cdd-a27e-638b87c48913.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230309/0801138e-9085-40e2-ad70-c40655b3cede.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230307/206c3cdd-b0ad-4dc4-8149-eeab63232b4b.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230301/7efc5054-4718-42ee-be68-d28c1ee93bb2.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230306/4f4e9b41-67df-49b2-81a2-fd46b4210971.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230308/85dab8dd-7937-4044-9e15-ddc5b6d4bde2.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230227/898538b9-22c1-47b5-baaa-de3674b2706b.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230218/2d37b2d4-1d1c-410f-b967-50a721307a07.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230220/815e41eb-a054-413b-a4f6-f6e4ed23665c.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230216/36ed4a79-9f45-4e0f-a262-e910567cad56.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230211/104a870b-6463-4ba5-911d-09babf1aab2b.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230210/c9e5fc5d-0886-4a54-a00b-5cddec367128.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230217/6f1d2cf7-d496-4ace-894f-098be5c36c22.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230228/5808a80f-05de-4bb3-9ced-964314b83684.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230221/aadb1abe-8792-496e-9bc2-66dcba6f2418.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230226/3964d5f0-55d7-47b1-8a5e-cfc9c723b6a5.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230219/37f5b7fb-7911-48f3-8561-c125392fae69.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230204/0a55e27d-0dd8-4771-bffe-003fe1f97c69.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230203/1da1585f-3b1d-4785-93dd-601da1882698.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230202/ebd9f439-8c23-4a9a-ba70-59330ffc6f27.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230205/5af57bf0-6e57-42e8-a1f3-028f1576bd60.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230127/a1551376-c339-441e-833a-3434daa55d1d.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230315/a752c355-b809-44b1-9296-d01d7e6e4340.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230312/f1086ce7-5d87-423c-834c-7c920bccdf6f.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230120/5aa8b8c8-a1b8-4ddd-85ae-711194443a5f.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230129/e81dad6f-3f95-42a0-8e25-20408f1fd8a3.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230128/c309981a-16f2-4bf6-bb8e-6997bb2c3d43.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230121/6c56d0cf-7617-4323-b13c-cfb7b1e37dc4.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230313/9258bd8e-aeed-4bab-8164-2a9266ad114d.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230119/7b9fb52f-aefe-4449-ba46-b2f2360dd3ee.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230314/eab72a90-738c-4d9f-bfd1-5441f4a99281.csv to log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230126/48a49aee-6266-4a19-81ee-12aceaa8b15a.csv to log=mobile Created combined DataFrame for log=mobile Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230107/20230519_080415_00121_anghu_218a8c0d-ae96-4520-8909-bd3306ace73d.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230107/20230519_080415_00121_anghu_719810c0-316b-4537-85e6-7f44c68ecdee.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230107/20230519_080415_00121_anghu_add0a186-7c40-47a9-8fb1-d9d8ab20a8b7.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230303/20230519_080415_00121_anghu_9485cf1e-ea4f-485b-b07c-710b9184a7f6.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230303/20230519_080415_00121_anghu_96dddfdc-83eb-4370-a259-9983ecf8f11a.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230303/20230519_080415_00121_anghu_7c09f81e-53d8-43a7-9455-5d60848066ca.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230131/20230519_080415_00121_anghu_268f59e3-ccab-438c-92b8-12b0e18e94e4.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230131/20230519_080415_00121_anghu_7a081565-04e9-40fb-bdd0-1de61ed79531.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230131/20230519_080415_00121_anghu_77a93f7f-6ff9-4e65-adfd-19a85806a46f.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230304/20230519_080415_00121_anghu_0b7018be-b1f4-4045-9b2c-caf819504e3d.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230304/20230519_080415_00121_anghu_3ebcfa04-052d-4451-804e-ad9ee306042a.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230304/20230519_080415_00121_anghu_0ceb9755-1f6d-4629-a48a-91405d47d9ea.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_26a2f233-cc0d-46b5-be76-50ea5199d5d6.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_052fffd5-ec9b-4b99-8fb3-53e7a15c6bc0.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_34c042ee-deba-4c79-ae85-020a0a484455.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_a64c32e9-d4c5-4947-b168-cbe814524f53.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221222/20230519_080415_00121_anghu_0c65a49f-cbc9-48ef-9199-4ab0973b5bb8.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221222/20230519_080415_00121_anghu_55f18ce7-fdf4-4b88-9bd8-88920a3a10c2.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221222/20230519_080415_00121_anghu_776a02b5-961d-455f-b878-bd5025e915aa.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230305/20230519_080415_00121_anghu_76c7dfea-93dc-4f3c-9e59-5e29bd99220d.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230305/20230519_080415_00121_anghu_80e1c859-63d8-4a4f-93a8-679975f8f7f4.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230108/20230519_080415_00121_anghu_133cbf5d-bca6-43ba-9b78-b79754b0ddb5.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230108/20230519_080415_00121_anghu_987bc5b2-7910-4f03-ad6e-9163464ba26d.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230130/20230519_080415_00121_anghu_83c25f19-f6d8-48f3-b09f-e1aea6e7bed8.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230130/20230519_080415_00121_anghu_59e625b6-fd9d-46b4-904c-4857b3247763.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230130/20230519_080415_00121_anghu_dfb5ccf0-c62a-4d79-8ef6-f8c0f357b595.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_8e3cf178-7750-4ee4-a303-e09edf6690b2.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_dfc5467f-5eb1-402e-8669-1e83095b6562.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_86938cd5-c097-428d-9de9-0869a44fdc67.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_70b295a1-2a56-4de1-aad4-866dd4041640.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230106/20230519_080415_00121_anghu_32e05b1c-57ec-407d-a5f6-36077491bdc0.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230106/20230519_080415_00121_anghu_61de2b99-caa6-4a40-8d58-be430e7b4460.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230106/20230519_080415_00121_anghu_86dba6c8-9bc2-4d7e-9bdc-df3e01027d1c.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230101/20230519_080415_00121_anghu_759dbfb0-e656-4c36-ba1d-71a4b03ebedf.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221224/20230519_080415_00121_anghu_f3b19f6c-da66-48b6-ac49-d6032b94f8a6.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221224/20230519_080415_00121_anghu_eebeb608-d760-4941-99a7-620b6123e561.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221223/20230519_080415_00121_anghu_e6bda039-2277-4d5f-b338-88ef00c538fd.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221223/20230519_080415_00121_anghu_8a4b3362-627c-4af0-a9c9-91e8d8645468.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221223/20230519_080415_00121_anghu_4dc93f6b-b2db-4c80-b981-81e6c5449c7f.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230223/20230519_080415_00121_anghu_fbd8c7d0-34d4-4b0e-ac5f-35a8e6e18762.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230223/20230519_080415_00121_anghu_7cfaeac1-86ff-49e1-9f85-98eee3af2843.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230223/20230519_080415_00121_anghu_6c197f04-e3db-4174-90f9-9d004fd8a516.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230224/20230519_080415_00121_anghu_1dce2f41-184a-4efe-8290-f457b3c124e8.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230224/20230519_080415_00121_anghu_6ec6b826-ef32-4224-b35e-b48cebec4911.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230224/20230519_080415_00121_anghu_29d217df-298a-4cdd-8381-44e6ff19f376.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230212/20230519_080415_00121_anghu_99569116-74f5-4abf-8a91-5518cc6cd5d4.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230212/20230519_080415_00121_anghu_38c2aff6-44ba-42b4-9067-9450cae7abe4.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230215/20230519_080415_00121_anghu_5cf85f1c-6cc1-494b-93d1-f5d7183e8583.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230215/20230519_080415_00121_anghu_9fd5c0ea-c201-4904-89d7-2e818e05cb9d.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230215/20230519_080415_00121_anghu_187d9934-9cee-444f-b19d-de78ebcce1a6.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230214/20230519_080415_00121_anghu_d8896dad-58a7-411a-adcd-b0285d683437.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230214/20230519_080415_00121_anghu_fec1e84c-c60f-47ca-b51a-e581b376ac7c.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230214/20230519_080415_00121_anghu_f7b5b65c-09e7-4b3c-99fb-3f8eb6169496.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230213/20230519_080415_00121_anghu_c3423781-3ded-4582-927d-c94e6ff6ffe3.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230213/20230519_080415_00121_anghu_659ed04a-a057-4823-b1dd-80de86837acd.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230213/20230519_080415_00121_anghu_276f7db5-274e-43ce-a24b-0009df639505.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230225/20230519_080415_00121_anghu_64cdc5d5-9220-424a-a0f2-0d974ee422c2.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230225/20230519_080415_00121_anghu_eaa81ff8-1255-49e4-908d-6d656e874893.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230225/20230519_080415_00121_anghu_71efa439-cf8f-4785-aea1-9417ef3a5e01.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230222/20230519_080415_00121_anghu_49f01eec-5011-4c4e-b1aa-60e5c273b08e.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230222/20230519_080415_00121_anghu_0d649dd5-e721-42b0-beec-b37087a83e9b.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230222/20230519_080415_00121_anghu_30e6fbb2-3668-4eb8-befc-cf038fcf2ea3.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230207/20230519_080415_00121_anghu_cdd05772-405d-4cd6-9524-f6a7fb8d5177.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230207/20230519_080415_00121_anghu_e07e4096-1054-4954-bf3b-220c5a1663c2.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230207/20230519_080415_00121_anghu_23476e7e-5805-4d31-a872-f1902ea558ac.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230209/20230519_080415_00121_anghu_78f3c7c8-8176-4207-92ea-76fb87b8702a.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230209/20230519_080415_00121_anghu_d5b83a09-60e8-43b2-9d6b-57ae18b15293.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230209/20230519_080415_00121_anghu_2bae67e9-8265-4161-9ed6-1d84bf9caa35.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230208/20230519_080415_00121_anghu_e482d116-36f4-4cef-9b92-c25b45eeb58d.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230208/20230519_080415_00121_anghu_3f43077c-ddd6-4602-a1a7-589ff9f6d22f.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230208/20230519_080415_00121_anghu_f24581c5-8d55-44ca-9b60-3a6de42b93c8.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230206/20230519_080415_00121_anghu_9a9831ff-bd50-4fa1-b946-588edee01fe4.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230206/20230519_080415_00121_anghu_23bcea33-8547-451c-a917-94f15e76fcf1.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230206/20230519_080415_00121_anghu_1275ebdb-2b1e-496d-a67b-19c15ebaf86c.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230201/20230519_080415_00121_anghu_878c5d21-cd4c-4aeb-a349-41f05b9272f0.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230201/20230519_080415_00121_anghu_0f2ba63b-6f26-4c98-bd72-8fdc7bfc3d9d.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230201/20230519_080415_00121_anghu_95c4e5df-35db-4a67-9663-589fa71787cb.csv to berthhistory 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Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230123/20230519_080415_00121_anghu_0007155f-7ae6-452a-8ba9-3ef86ee49be5.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230311/20230519_080415_00121_anghu_aa0a399a-956a-450c-a4a2-6fc683a662e6.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230311/20230519_080415_00121_anghu_f53483be-014b-4576-b43c-af37cc9e5f67.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230311/20230519_080415_00121_anghu_dc403a3a-3c57-4799-87a8-275cc03efd28.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_04866278-9067-482a-be61-9fb7e6bb2560.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_f6c1c963-880e-4406-b147-e1185374726c.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_1ceeef8a-7e06-4bdc-9799-63959fca8be2.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_dcbdb252-216b-4516-994d-328c18fdebcf.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230124/20230519_080415_00121_anghu_eb1011b2-f10d-4231-adba-a3e4a3ea9d93.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230124/20230519_080415_00121_anghu_ea1c59a6-5535-4b92-bf83-9290b488fb12.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230124/20230519_080415_00121_anghu_ab29b336-9545-48a7-8a47-364c0ea0dadc.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230320/20230519_080415_00121_anghu_bf6c1a85-71d7-4335-816e-5c4f0b724a24.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230320/20230519_080415_00121_anghu_d73d88bc-217f-4d5c-a64b-422e405fa20f.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230320/20230519_080415_00121_anghu_0b757635-a6aa-452f-86f8-77f6650bd0ef.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230112/20230519_080415_00121_anghu_465b3d21-6dd9-4f1d-88e9-a248ef12c88a.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230112/20230519_080415_00121_anghu_797ef5f1-5df4-4634-9690-574c66a42439.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230112/20230519_080415_00121_anghu_8557290c-51fc-4a4a-9552-f7439b8ddb10.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230112/20230519_080415_00121_anghu_ad0e59c5-6d94-4005-b23f-dc2abd071c25.csv to berthhistory 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Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230220/20230519_080415_00121_anghu_d7289fe9-1f48-4d9d-baef-0c00b032eba5.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230216/20230519_080415_00121_anghu_07d09249-2a7c-4fd2-9fd7-ca2b5215d04d.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230216/20230519_080415_00121_anghu_7fa12a1a-2a6e-481f-9b75-6c4d2651b3da.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230216/20230519_080415_00121_anghu_5744d14a-bf9f-4cf5-8500-dcf7fbed7520.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230211/20230519_080415_00121_anghu_64116778-baac-40e6-a604-81118344e620.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230211/20230519_080415_00121_anghu_4abce1e1-e9fb-40e9-983b-d2ed383cc9c2.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230211/20230519_080415_00121_anghu_30bdbe80-d4ca-4186-957e-7e63f66939a6.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230210/20230519_080415_00121_anghu_7df3b0f2-fc5a-4f42-89c5-37d438cc0b2b.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230210/20230519_080415_00121_anghu_14d7a81c-4148-43bc-8fb7-d96a417c43cc.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230210/20230519_080415_00121_anghu_058602c3-0430-464c-9ab0-aa4ee8fc8762.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230217/20230519_080415_00121_anghu_02db69a6-2d88-408c-8640-0d3997a3b406.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230217/20230519_080415_00121_anghu_7dafbe77-5ae7-4801-ad14-5e4426a0a699.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230217/20230519_080415_00121_anghu_06dca308-b97b-4774-860b-6a4c3817bb83.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230228/20230519_080415_00121_anghu_caacaa19-a583-47d6-b7be-505bced02e54.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230228/20230519_080415_00121_anghu_ea842bd0-ab3e-4cd4-a4a6-7d15bffed678.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230228/20230519_080415_00121_anghu_853c3546-fc2a-4f39-b5b0-23ee5c26f46a.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230221/20230519_080415_00121_anghu_e5564ac9-7348-43df-babc-565d81e25135.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230221/20230519_080415_00121_anghu_f7a5954c-abb6-4481-9136-52ca2919a800.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_836a1c69-362e-4aeb-995c-072122275f28.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_c1591309-53fc-4aad-8adf-79d002b58349.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_1b572c60-a614-4c0e-94fa-7d97bae100c1.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_d1061d22-662a-44ac-a718-d13428e03008.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_c5964d1e-8547-49cc-b7e5-24a430bf0d77.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_1d737373-a0c2-4326-bf43-23b3206d1c94.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_5255ce05-92b8-4d9c-8e5a-dfc7431c209f.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_5a6aa8d0-8290-4dcb-a0a0-2d5c08299a68.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_56093bd1-dfd0-4be8-b537-0f4d17b687e3.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_66ff3596-80d6-4b32-8f1b-f5ca3c6cfcc7.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_40dbcffa-e259-4bc3-be39-6b81d972527a.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_832724c7-78bc-40ac-8197-f0bbc31494d6.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_eb8d0c5e-0718-4497-896b-245343fd8beb.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_ba77abc6-d2de-4bc9-9678-bb332908a077.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_e9c1ae49-b394-42fd-8f76-0edd49d62134.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230205/20230519_080415_00121_anghu_1b7ed2f0-8edf-49ee-a078-882fff07c878.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230205/20230519_080415_00121_anghu_117390c9-e9a1-4cbb-b048-1ada0b711ab4.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_d5bc4b7a-770a-4e17-9b82-706c04a0e5cc.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_2bfd9126-de30-40a1-8745-9f8bd2104068.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_9e5d9d0a-6774-4742-ab44-e465fba038fb.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_847976f7-76ca-4851-a8b2-06a116443613.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_ec44def6-5f8b-4f39-b42e-925dbc895e0c.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_e5c6e089-0c8f-457f-92f5-c73fbf506cd4.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_82463d5c-f069-44dd-9de3-13298827a1aa.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_f52c068b-49c4-4a94-9a55-816a5d3e8750.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_d2dc8201-0f06-464a-aa34-4e0c6aceb7f2.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_f0c6fec8-a4ad-49e3-9a5c-864e206bfe29.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230312/20230519_080415_00121_anghu_3dfb9790-eb06-4b15-b53b-0a497296cede.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230312/20230519_080415_00121_anghu_b8d0626a-cfa7-45b8-b1f5-96344db245f7.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_9897b1cc-508b-42c7-8a1c-2851e4309ed8.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_db6ea8ee-129f-4590-aa1d-dd7fb7fe4c62.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_be108ba4-29f7-4c20-b220-22a48a27a384.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_92295a1d-b369-4b4f-b244-8233867d3708.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_04fd2073-bbe6-4726-a67c-8be7c4299edd.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_3ae81c30-bdb2-4a19-8694-d5f938682be2.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_8beae3f5-8d61-4685-8bc3-c56fb1f37ce0.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_35a45dfb-a58d-4e13-a9ff-868e6049ec92.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_35f00c36-08b2-4ace-a450-b6234bcba573.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_2dc3772f-8036-4ae9-b1f8-ed1b24925ad1.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_f5f6a441-7c8d-4421-b09a-0fb2c1199b63.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_3cf440de-f0de-4f00-970a-d461475baaf6.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_b8232718-8be4-42e0-8398-4dbc1c7fca98.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_7cbfeaad-4b2f-41fa-9c2f-52032ae9db21.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_e0c3cd50-7abb-4c78-95ce-5a4f5af18a76.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_2a07b23a-3dab-4878-b740-25da64908ed6.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_d7758d77-1d90-4445-8ec5-1533a0802465.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_a4f0f3fc-5375-41c7-b549-8df8e20d2454.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_fa3820b8-c90c-42d9-ab7c-58acf30fe3ea.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_9fbe8d7c-27e3-4ab8-a906-ef4016bfe545.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_309aac42-dbf5-432a-ac06-412077a39767.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_ba166507-aa3d-4161-bbee-11fbc864b87d.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_1c9a89b2-f359-406f-ad99-2a50c35d6404.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_06303994-854e-4946-b708-0721b2004e13.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_70c04390-984a-420d-8af2-22967e7018e0.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_c32a8887-7b53-4d5c-a6fd-2ac9db27e398.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_d1fb14e3-1623-41aa-a37c-0df12206faa3.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_2f82ca1d-08a9-4c39-9717-921c8138ced6.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_be7b3228-43e5-4728-8016-c6c354d8745d.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_5e48f2c8-635b-4262-814c-6114aff06822.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_4f9abd55-fa7d-41e0-b91c-74b71378e0ac.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_3548f26d-73aa-476e-b690-e3fd3b77c594.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_530ea43a-7214-477a-bbd9-06b02a7681a0.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_212f8450-5a98-45fd-9aaa-b528ddf53596.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_15729c4c-db5b-49ac-9479-c9805348759e.csv to berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_4e13ee99-4b7d-4dfc-900f-a1a087172b1f.csv to berthhistory Created combined DataFrame for berthhistory Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230303/e2ad254c-d3e4-455b-9ea7-3137b0faba45.csv to log=train Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230304/07b2a114-581f-46bb-8bce-74b84588c73f.csv to log=train Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230305/af60c164-7d04-4512-a0ca-d6a67e21a867.csv to log=train Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230302/e90ac914-e826-47c5-9a2e-933a30398f6a.csv to log=train Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230225/ba488dcb-d12f-4a60-87a2-a6c0958ab912.csv to log=train Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230311/076469b5-a3bd-4cf4-b8eb-47616d164aa0.csv to log=train Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230316/054f72c0-2c37-46e1-83a2-6a715f1a7949.csv to log=train Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230320/84d4b933-b5b2-4638-a176-002b6eddedb0.csv to log=train Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230318/857c6726-f413-4379-8f2b-061172dd3b79.csv to log=train Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230317/0552a164-cdc4-4398-812d-8a27446cea2b.csv to log=train Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230310/8fe512a5-0f9c-41e8-a255-f01d898ad2af.csv to log=train Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230307/e7fa0a53-8fca-43a5-b640-db4aac5f989b.csv to log=train Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230306/c5fee23c-b13d-4422-97d6-0353eead0616.csv to log=train Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230308/28d55b1f-b239-4da9-b8b4-6baa74bd4d0f.csv to log=train Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230227/6b610900-33f8-46ba-b590-2812161031df.csv to log=train Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230228/40a233c9-f83f-4757-9521-9b776149b4ed.csv to log=train Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230226/f14f9dea-1eea-4c49-a499-3aae57a1b3d8.csv to log=train Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230315/ff10b0b7-8bed-41e5-8a93-9ed8b7bd43a5.csv to log=train Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230312/4652eff5-6d1b-4428-9750-d9585f7f5cdc.csv to log=train Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230313/9138f040-0b71-4c71-a73d-c505d9249756.csv to log=train Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230314/e3712e3a-4455-43ad-8dfb-75f3fb5cb7b9.csv to log=train Created combined DataFrame for log=train Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230107/dec46dfc-cd0f-44cd-88d2-b8a201697723.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230303/25bd9791-b532-48b9-9185-af734608ee06.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230131/323f3b51-6c7b-46fe-a86d-a36d48678e6a.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230304/4dfa7cb5-4926-4edc-b44a-c6580c9903a6.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230109/76b448a6-007f-414d-9ecc-6867a339ad05.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230305/464bf3e0-7f05-4eef-86ea-9339410a9174.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230108/5c986524-6162-418f-90d3-992e8c00f7c6.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230130/e39556e1-f3c2-4d0d-b991-662e147bce82.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230302/67692f9d-051f-49a2-902a-bec4c1260f88.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230106/71af3cd7-48fc-4e00-8028-62aa7ba8c5e2.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230101/3b858fda-1c2b-4e04-ada9-5651c821f610.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230223/0a54d5f5-e5db-4008-a9f6-24473c38b91b.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230224/e7f577d6-1f39-4d1a-81c0-ca59e6a06984.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230212/ea4fbb0b-5d92-490a-b195-2dec79d49ed6.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230215/94b50dea-bf0c-4642-bbaa-245b5c2f9154.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230214/5f01a9c1-66ee-4919-a72b-8ec36fa7ff00.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230213/bd231c2b-fbd3-47f4-8c90-a9025aa24501.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230225/bd821490-c66d-4c4c-a5d0-ab985b98ddf7.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230222/51bd61bf-4868-46f9-b422-5014d2b42cb0.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230207/03483d26-646a-44e1-8f30-e1a508f8bef6.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230209/9c6239d1-21f6-49bb-9f26-606b6db4b448.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230208/73245482-5c6f-4b36-97fe-31b67f987843.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230206/802569af-a9b5-4ced-bd65-d3cb5da35260.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230201/a0eacb04-71e6-4613-8d64-85865772f77f.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20221230/93b43f58-2a0f-48cc-9f01-705492153d62.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230123/51605bce-e005-4ea4-819b-06d341f62a42.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230311/2cb4f377-f748-47a6-afee-5d46009b0f86.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230316/b60a116d-01a9-454c-8051-f489e7270b89.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230124/35669e4a-b8b9-41a7-bc85-3690574abb10.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230320/062c464f-abca-4182-b792-897e56082da7.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230112/c5cd2de2-2f27-49d2-9bd1-443b86855c01.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230318/a487bdc2-be93-47f9-84ca-65a98d49d091.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230115/1b042f3f-607e-46b3-9866-765c6965d90c.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20221231/b51a508d-5602-4eee-a32b-d9a0c92f0733.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230319/5fcb5059-a23d-4fee-9123-75d608cc3580.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230114/4b073c02-83de-48ea-b469-a91e4c7e5350.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230113/6150a0f2-bfc3-4c1b-a956-a022517bbc87.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230125/3860d8e8-7dab-4475-945e-eaef9c0925dc.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230317/5ddee8ed-444b-4308-aabb-e1c82257f447.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230310/b532006a-db1a-45a5-9afb-6608466b74a7.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230122/795a6e31-d862-4e03-ac09-973a91659c60.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230104/ca29c334-c7a0-4210-8acf-a224bd7c3f1c.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230309/57b63c22-9de0-46d9-8b4e-a58c8fd28746.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230103/f4d175c7-3c58-4df2-a1b4-f0d16c9b0f06.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230307/d28ba637-b9b0-462a-8bd4-6b04883abec7.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230301/7a9d8325-8d1a-4596-ba55-552942b85774.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230306/75229b4b-068e-47a6-8ee4-7d058792e2e8.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230102/4b1342bc-460c-42f5-8c84-d7d944b4536f.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230105/b8151e34-a6f8-4141-ac09-d0ab04497954.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230308/7100e134-c0fc-449d-ba6b-ebce20bbf906.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230227/205bfc4e-0b2f-4efe-bf38-d03e5ca8ac1e.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230218/d4acba04-61ab-4e6b-bb77-d591b3dcd82d.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230220/e348aaf5-4c21-41e0-8dc1-df5475593945.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230216/5969d502-36da-4231-90da-0fd8b25367a5.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230211/18167490-8bdf-4949-b934-0ce055c5fe95.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230210/7664bf5d-2dfc-41b6-9d4c-c6549e58b75a.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230217/7c8c485c-0424-457f-9388-6c523f88ba9e.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230228/3b9e5930-7263-4153-afa7-475b8a3237d2.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230221/12cd0e8c-2006-4543-9533-27087d59f6fa.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230226/8f5652e5-660b-4de1-8387-666bb804f743.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230219/795d4c0e-1b2d-49e2-8e4d-d96d4293bb3f.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230204/012d4e1a-b750-45fc-b4e4-aaa99f164f69.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230203/f3691337-9382-4ff3-b4ed-5244df1c36a9.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230202/5650975b-9d73-4f46-9823-2463db24f031.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230205/befb0732-cb06-4d24-932f-1c64df26ad0d.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230118/b8dc063d-499b-4cc9-9502-d019d756996f.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230127/f0285b2f-40a8-4001-8f77-5bb455062c98.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230315/81f57a76-86c2-468f-ac24-ed1c7a703b9c.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230312/b67e5b45-2b37-4ea0-9365-7fc0e7f0d145.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230120/ea4e88d2-223e-405b-b61a-12292900ad54.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230129/759a3101-a6b4-4778-a245-fa46f5e829ce.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230116/c3ead9d5-f37b-4bfc-aec7-ec5a63461dae.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230111/a1e97025-af86-4a2e-b6bc-fc559602e035.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230110/f1e572e9-557d-4f4b-b037-c3bd18cd1696.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230128/e776f58d-320b-4171-b360-3a03d10d41a9.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230117/6a27d19a-2915-470a-ac72-4b605cefa9ef.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230121/7d7911e4-2efb-43b5-b2ba-1c737c643099.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230313/defb0e36-cd87-41af-bfd3-c0a7c310ba55.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230119/928cfb98-eadb-49b6-9eb0-7a94d3a0222b.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230314/026f4103-d1a9-4da2-81d5-5618c93e11eb.csv to log=infrastructure Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230126/6a6eb632-f5e0-45d6-bcf4-644fc3f8fdbf.csv to log=infrastructure Created combined DataFrame for log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230303/5022a826-7580-40d6-8d1c-1275707e3679.csv to log=platform Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230304/2e0f5234-4d18-4102-8ce0-3793586c6668.csv to log=platform Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230305/2594a603-99a9-46b2-8b10-5f7f4af84f17.csv to log=platform Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230302/4f9133f1-96f2-4f94-9709-f9e33b3e3c5a.csv to log=platform Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230225/09be4cab-bd23-4962-949d-84a2ae0a2616.csv to log=platform Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230311/4e9badd5-ddb6-4b14-a086-67954725d645.csv to log=platform Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230316/2a42aef8-48c8-45cd-a9c2-6c5b171059d3.csv to log=platform Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230320/6c20536d-3739-43c5-ae17-b13ddd0bd5b7.csv to log=platform Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230318/6b1dc753-37dc-4d38-a7f8-d334166f332a.csv to log=platform Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230319/98300b30-4df4-4bb0-8a68-44a4d56861aa.csv to log=platform Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230317/c77373c4-eab2-4fb0-a761-7bde53caeff7.csv to log=platform Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230310/d98e0b5f-3312-4b42-8d44-77639fe26cbf.csv to log=platform Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230309/d72c9ba9-1a2f-4d45-9338-908f2be56713.csv to log=platform Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230307/b57ac60b-73d7-4077-9a7e-5523bb061583.csv to log=platform Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230301/c49f5d64-99d7-47b9-816d-72f8001e3190.csv to log=platform Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230306/046b9931-9fd4-4aa2-b42f-1b80d5a368f0.csv to log=platform Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230308/db5b4399-2628-4723-afa0-5d20302543d7.csv to log=platform Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230227/81301b3f-1ccd-4d36-ade7-f952cb276003.csv to log=platform Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230228/50472b58-828d-4cb0-8940-a7ac4989ae52.csv to log=platform Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230226/84b01ff7-1c1f-4c17-9655-282f2b86220b.csv to log=platform Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230315/c40c5a84-56ed-40cf-bb5f-ef53e673db0d.csv to log=platform Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230312/494aeb02-0635-4e89-84d8-0cdbe2fc8f80.csv to log=platform Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230313/7d6b7eaa-0ccd-4f78-803d-8b59f645b33a.csv to log=platform Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230314/57b5bcca-8e37-4317-8444-a5d63f227013.csv to log=platform Created combined DataFrame for log=platform DataFrames loaded and combined: ['log=berthDisplay', 'log=berth', 'log=equipment', 'log=mobile', 'berthhistory', 'log=train', 'log=infrastructure', 'log=platform']
In [41]:
# Assuming 'dataframes' is a dictionary where keys are DataFrame names and values are the DataFrame objects
def display_dataframe_schemas(dataframes):
"""
Display the schema (column names and data types) for each DataFrame in the dictionary.
"""
for name, df in dataframes.items():
print(f"Schema for DataFrame '{name}':")
print(df.info())
print("\n" + "="*40 + "\n") # Separator between DataFrame schemas
# Display the schemas of all loaded DataFrames
display(display_dataframe_schemas(dataframes))
Schema for DataFrame 'log=berthDisplay': <class 'pandas.core.frame.DataFrame'> RangeIndex: 2850290 entries, 0 to 2850289 Data columns (total 9 columns): # Column Dtype --- ------ ----- 0 datetime object 1 type object 2 berth object 3 state object 4 train float64 5 train_date object 6 train_time object 7 train_datetime object 8 delta object dtypes: float64(1), object(8) memory usage: 195.7+ MB None ======================================== Schema for DataFrame 'log=berth': <class 'pandas.core.frame.DataFrame'> RangeIndex: 26997536 entries, 0 to 26997535 Data columns (total 8 columns): # Column Dtype --- ------ ----- 0 datetime object 1 type object 2 berth object 3 train object 4 train_date object 5 train_time object 6 train_datetime object 7 delta object dtypes: object(8) memory usage: 1.6+ GB None ======================================== Schema for DataFrame 'log=equipment': <class 'pandas.core.frame.DataFrame'> RangeIndex: 6267189 entries, 0 to 6267188 Data columns (total 5 columns): # Column Dtype --- ------ ----- 0 datetime object 1 type object 2 id object 3 state object 4 equipmentType object dtypes: object(5) memory usage: 239.1+ MB None ======================================== Schema for DataFrame 'log=mobile': <class 'pandas.core.frame.DataFrame'> RangeIndex: 2417329 entries, 0 to 2417328 Data columns (total 8 columns): # Column Dtype --- ------ ----- 0 datetime object 1 type object 2 train int64 3 location_type object 4 location_number float64 5 speed object 6 door object 7 service_in_ready bool dtypes: bool(1), float64(1), int64(1), object(5) memory usage: 131.4+ MB None ======================================== Schema for DataFrame 'berthhistory': <class 'pandas.core.frame.DataFrame'> RangeIndex: 3178392 entries, 0 to 3178391 Data columns (total 4 columns): # Column Dtype --- ------ ----- 0 datetime object 1 berth object 2 train int64 3 state object dtypes: int64(1), object(3) memory usage: 97.0+ MB None ======================================== Schema for DataFrame 'log=train': <class 'pandas.core.frame.DataFrame'> RangeIndex: 841711 entries, 0 to 841710 Data columns (total 15 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 datetime 841711 non-null object 1 type 841711 non-null object 2 train 841711 non-null int64 3 update 841711 non-null object 4 train_date 841711 non-null object 5 train_time 841711 non-null object 6 train_datetime 841711 non-null object 7 delta 841711 non-null object 8 location_type 829398 non-null object 9 location_number 467181 non-null float64 10 speed 829398 non-null object 11 door 829398 non-null object 12 service_in_ready 829398 non-null object 13 driver 643785 non-null float64 14 location 12313 non-null object dtypes: float64(2), int64(1), object(12) memory usage: 96.3+ MB None ======================================== Schema for DataFrame 'log=infrastructure': <class 'pandas.core.frame.DataFrame'> RangeIndex: 9372286 entries, 0 to 9372285 Data columns (total 4 columns): # Column Dtype --- ------ ----- 0 datetime object 1 type object 2 id object 3 state object dtypes: object(4) memory usage: 286.0+ MB None ======================================== Schema for DataFrame 'log=platform': <class 'pandas.core.frame.DataFrame'> RangeIndex: 1025670 entries, 0 to 1025669 Data columns (total 10 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 datetime 1025670 non-null object 1 type 1025670 non-null object 2 platform 1025670 non-null object 3 platform_direction 1025106 non-null object 4 platform_event 1025670 non-null object 5 train 1025670 non-null object 6 train_date 1025670 non-null object 7 train_time 1025670 non-null object 8 train_datetime 1025670 non-null object 9 delta 1025670 non-null object dtypes: object(10) memory usage: 78.3+ MB None ========================================
In [43]:
import matplotlib.pyplot as plt
import seaborn as sns
import pandas as pd
# Load a sample of data or filter by date range
# Adjust sample size and date range based on your needs
df_berth_sample = dataframes['log=berth'].sample(n=10000) # Replace with appropriate sample size
df_platform_sample = dataframes['log=platform'].sample(n=10000)
df_train_sample = dataframes['log=train'].sample(n=10000)
In [88]:
import pandas as pd
# Correctly read the berthmap JSONL file
berthmap_path = "/Users/aditijain/Downloads/extracted_metro_data/berthmap/berthmap.json"
try:
berthmap = pd.read_json(berthmap_path, lines=True)
berthmap.rename(columns={"Berth List": "berth", "Berth Location": "location"}, inplace=True)
print(f"Berthmap Data:\n{berthmap.head()}")
except ValueError as e:
print(f"Failed to process {berthmap_path}: {e}")
# Assuming the rest of your code follows, and you will merge this `berthmap` DataFrame with other data
Berthmap Data: berth location Direction Branch Route 0 0204 Longbenton Out St James Yellow 1 0244 Palmersville Out St James Yellow 2 0334 Percy Main Out St James Yellow 3 0369 Walkergate In St James Yellow 4 0363 In St James Yellow
In [80]:
import pandas as pd
# Assuming 'dataframes' is a dictionary with dataset names as keys and DataFrames as values
for name, df in dataframes.items():
print(f"Dataset: {name}")
print(df.head()) # Print the first few rows of the DataFrame
print("\n" + "="*40 + "\n")
Dataset: log=berthDisplay
datetime type berth state train train_date \
0 2023-01-07 04:37:01.000 berthDisplay 0486 occupied 132.0 2023-01-07
1 2023-01-07 04:37:02.000 berthDisplay 0477 occupied 127.0 2023-01-07
2 2023-01-07 04:37:02.000 berthDisplay 0459 occupied 124.0 2023-01-07
3 2023-01-07 04:38:02.000 berthDisplay 0443 occupied 121.0 2023-01-07
4 2023-01-07 04:38:01.000 berthDisplay 0562 occupied 107.0 2023-01-07
train_time train_datetime delta
0 04:37:01.000 2023-01-07 04:37:01.000 0:00:00
1 04:37:32.000 2023-01-07 04:37:32.000 0:00:30
2 04:37:52.000 2023-01-07 04:37:52.000 0:00:50
3 04:38:12.000 2023-01-07 04:38:12.000 0:00:10
4 04:38:51.000 2023-01-07 04:38:51.000 0:00:50
========================================
Dataset: log=berth
datetime type berth train train_date train_time \
0 2023-01-07 02:12:05 berth 0603 *** 2023-01-07 02:12:25.000
1 2023-01-07 02:15:01 berth 0631 *** 2023-01-07 02:15:41.000
2 2023-01-07 02:17:02 berth 0651 *** 2023-01-07 02:17:42.000
3 2023-01-07 02:18:01 berth 0669 *** 2023-01-07 02:18:31.000
4 2023-01-07 02:18:01 berth 0651 *** 2023-01-07 02:18:31.000
train_datetime delta
0 2023-01-07 02:12:25.000 0:00:20
1 2023-01-07 02:15:41.000 0:00:40
2 2023-01-07 02:17:42.000 0:00:40
3 2023-01-07 02:18:31.000 0:00:30
4 2023-01-07 02:18:31.000 0:00:30
========================================
Dataset: log=equipment
datetime type id state equipmentType
0 2023-02-24 02:00:03.000 equipment PLIDOWN running Platform indicator
1 2023-02-24 02:00:03.000 equipment MSPUP running Platform indicator
2 2023-02-24 02:00:05.000 equipment SFCUP failed Platform indicator
3 2023-02-24 02:00:05.000 equipment BYWUP failed Platform indicator
4 2023-02-24 02:00:05.000 equipment UNIDOWN failed Platform indicator
========================================
Dataset: log=mobile
datetime type train location_type location_number \
0 2023-03-03 04:45:06.000 mobile 121 destination NaN
1 2023-03-03 04:45:00.000 mobile 121 destination NaN
2 2023-03-03 04:46:07.000 mobile 126 destination 26.0
3 2023-03-03 04:46:09.000 mobile 126 destination 26.0
4 2023-03-03 04:46:00.000 mobile 126 destination 26.0
speed door service_in_ready
0 slow closed False
1 slow closed False
2 slow closed False
3 slow closed False
4 slow closed False
========================================
Dataset: berthhistory
datetime berth train state
0 2023-01-07 09:28:00 0553 109 departure
1 2023-01-07 09:28:00 0704 102 departure
2 2023-01-07 09:28:00 0678 102 arrival
3 2023-01-07 09:28:00 0549 108 departure
4 2023-01-07 09:28:01 0738 102 departure
========================================
Dataset: log=train
datetime type train update train_date train_time \
0 2023-03-03 04:45:06 train 121 status 2023-03-03 04:45:46.000
1 2023-03-03 04:45:00 train 121 status 2023-03-03 04:45:50.000
2 2023-03-03 04:46:07 train 126 status 2023-03-03 04:46:17.000
3 2023-03-03 04:46:09 train 126 status 2023-03-03 04:46:19.000
4 2023-03-03 04:46:00 train 126 status 2023-03-03 04:46:20.000
train_datetime delta location_type location_number speed \
0 2023-03-03 04:45:46.000 0:00:40 destination NaN slow
1 2023-03-03 04:45:50.000 0:00:50 destination NaN slow
2 2023-03-03 04:46:17.000 0:00:10 destination 26.0 slow
3 2023-03-03 04:46:19.000 0:00:10 destination 26.0 slow
4 2023-03-03 04:46:20.000 0:00:20 destination 26.0 slow
door service_in_ready driver location
0 closed False 1.0 NaN
1 closed False 1.0 NaN
2 closed False NaN NaN
3 closed False 526.0 NaN
4 closed False 526.0 NaN
========================================
Dataset: log=infrastructure
datetime type id state
0 2023-01-07 02:00:00.000 interlocking 01 connected
1 2023-01-07 02:00:00.000 interlocking 02 connected
2 2023-01-07 02:00:00.000 interlocking 03 connected
3 2023-01-07 02:00:00.000 interlocking 04 connected
4 2023-01-07 02:00:00.000 interlocking 05 connected
========================================
Dataset: log=platform
datetime type platform platform_direction platform_event \
0 2023-03-03 04:53:08 platform DEP NX departed
1 2023-03-03 04:53:02 platform RGCC IN approaching
2 2023-03-03 04:54:08 platform RGCC IN standing
3 2023-03-03 04:57:00 platform FGTT UP approaching
4 2023-03-03 04:58:00 platform FGTT UP departed
train train_date train_time train_datetime delta \
0 121 2023-03-03 04:53:38.000 2023-03-03 04:53:38.000 0:00:30
1 121 2023-03-03 04:53:52.000 2023-03-03 04:53:52.000 0:00:50
2 121 2023-03-03 04:54:38.000 2023-03-03 04:54:38.000 0:00:30
3 3Y80 2023-03-03 04:57:40.000 2023-03-03 04:57:40.000 0:00:40
4 3Y80 2023-03-03 04:58:00.000 2023-03-03 04:58:00.000 0:00:00
hour
0 2023-03-03 04:00:00
1 2023-03-03 04:00:00
2 2023-03-03 04:00:00
3 2023-03-03 04:00:00
4 2023-03-03 04:00:00
========================================
In [152]:
df_train = dataframes["log=train"]
df_train['location_type'].unique()
Out[152]:
array(['destination', nan], dtype=object)
In [95]:
import pandas as pd
import altair as alt
# Assuming you have the dataframes in a variable called `dataframes`
df_train = dataframes['log=train']
df_platform = dataframes['log=platform']
# Convert datetime columns to datetime objects for proper calculations
df_train['train_datetime'] = pd.to_datetime(df_train['train_datetime'])
df_platform['train_datetime'] = pd.to_datetime(df_platform['train_datetime'])
# Merge the train and platform dataframes on the 'train' and 'train_datetime' columns
df_combined = pd.merge(df_train, df_platform, on=['train', 'train_datetime'], how='inner')
# Check if the merge is correct and if there are any delays
print("Merged Data Sample:")
print(df_combined.head())
# Calculate the delay in minutes
df_combined['delay'] = (df_combined['train_datetime'] - df_combined['train_datetime']).dt.total_seconds() / 60
# Step 3: Classify trains as 'On-Time' or 'Delayed' based on an acceptable delay window (e.g., 5 minutes)
acceptable_delay = 5
df_combined['punctuality'] = df_combined['delay'].apply(lambda x: 'On-Time' if abs(x) <= acceptable_delay else 'Delayed')
# Aggregate results to calculate the percentage of on-time trains
punctuality_matrix = df_combined.groupby(['platform', 'punctuality']).size().unstack(fill_value=0)
punctuality_matrix['Total Trains'] = punctuality_matrix.sum(axis=1)
punctuality_matrix['On-Time %'] = (punctuality_matrix['On-Time'] / punctuality_matrix['Total Trains']) * 100
# Display the matrix
print(punctuality_matrix)
# Create an interactive chart to show the percentage of on-time trains by platform
chart = alt.Chart(punctuality_matrix.reset_index()).mark_bar().encode(
x='platform:N',
y='On-Time %:Q',
color='platform:N',
tooltip=['platform', 'On-Time %']
).properties(
title='On-Time Train Percentage by Platform'
)
# Save the chart as an HTML file
chart
Merged Data Sample:
datetime_x type_x train update train_date_x train_time_x \
0 2023-03-18 05:01:09.000 train 130 status 2023-03-18 05:01:19.000
1 2023-03-18 05:02:05.000 train 101 status 2023-03-18 05:02:35.000
2 2023-03-18 05:05:09.000 train 101 status 2023-03-18 05:05:59.000
3 2023-03-18 05:06:05.000 train 101 status 2023-03-18 05:06:05.000
4 2023-03-18 05:06:07.000 train 130 status 2023-03-18 05:06:17.000
train_datetime delta_x location_type location_number ... driver \
0 2023-03-18 05:01:19 0:00:10 destination 2.0 ... 539.0
1 2023-03-18 05:02:35 0:00:30 destination NaN ... NaN
2 2023-03-18 05:05:59 0:00:50 destination NaN ... NaN
3 2023-03-18 05:06:05 0:00:00 destination NaN ... NaN
4 2023-03-18 05:06:17 0:00:10 destination NaN ... NaN
location datetime_y type_y platform platform_direction \
0 NaN 2023-03-18 05:01:09.000 platform RGCC IN
1 NaN 2023-03-18 05:02:05.000 platform SGFF IN
2 NaN 2023-03-18 05:05:09.000 platform SGFF IN
3 NaN 2023-03-18 05:06:05.000 platform SGFF IN
4 NaN 2023-03-18 05:06:07.000 platform RGCC IN
platform_event train_date_y train_time_y delta_y
0 standing 2023-03-18 05:01:19.000 0:00:10
1 standing 2023-03-18 05:02:35.000 0:00:30
2 aboutToDepart 2023-03-18 05:05:59.000 0:00:50
3 departed 2023-03-18 05:06:05.000 0:00:00
4 aboutToDepart 2023-03-18 05:06:17.000 0:00:10
[5 rows x 23 columns]
punctuality On-Time Total Trains On-Time %
platform
APTT 163 163 100.0
BDEE 383 383 100.0
BFTT 367 367 100.0
BTNN 393 393 100.0
BYKK 371 371 100.0
CALL 367 367 100.0
CENN 748 748 100.0
CHII 382 382 100.0
CRDD 433 433 100.0
CULL 411 411 100.0
DEP 110 110 100.0
FAWW 368 368 100.0
FELL 759 759 100.0
FLEE 406 406 100.0
GHDD 748 748 100.0
GSTT 746 746 100.0
HAYY 741 741 100.0
HDRR 384 384 100.0
HEBB 376 376 100.0
HOWW 380 380 100.0
HTHH 757 757 100.0
ILFF 746 746 100.0
JARR 373 373 100.0
JESS 751 751 100.0
KSPP 370 370 100.0
LBNN 411 411 100.0
MANN 384 384 100.0
MSNN 387 387 100.0
MTSS 742 742 100.0
MTWW 357 357 100.0
MWLL 378 378 100.0
NPKK 384 384 100.0
NSHH 382 382 100.0
PCMM 389 389 100.0
PLWW 739 739 100.0
PMVV 392 392 100.0
RGCC 380 380 100.0
SGFF 677 677 100.0
SJMM 177 177 100.0
SMDD 382 382 100.0
SMRR 395 395 100.0
SSSS 181 181 100.0
TDKK 369 369 100.0
TYNN 395 395 100.0
WBRR 360 360 100.0
WJSS 742 742 100.0
WKGG 448 448 100.0
WMNN 390 390 100.0
WSDD 379 379 100.0
WTLL 1 1 100.0
Out[95]:
In [100]:
import pandas as pd
import altair as alt
# Assuming df_platform is your dataframe
df_platform = dataframes['log=platform']
# Convert the 'datetime' column to datetime objects and extract the hour for grouping
df_platform['datetime'] = pd.to_datetime(df_platform['datetime'])
df_platform['hour'] = df_platform['datetime'].dt.floor('H')
# Count the occurrences of platform events by hour
platform_event_count = df_platform.groupby(['hour', 'platform_event']).size().reset_index(name='count')
# Create a line chart for platform events over time
line_chart = alt.Chart(platform_event_count).mark_line().encode(
x='hour:T',
y='count:Q',
color='platform_event:N',
tooltip=['hour:T', 'platform_event:N', 'count:Q']
).properties(
title='Platform Events Over Time'
)
# Create a stacked area chart for platform occupancy
stacked_area_chart = alt.Chart(platform_event_count).mark_area().encode(
x='hour:T',
y='count:Q',
color='platform_event:N',
tooltip=['hour:T', 'platform_event:N', 'count:Q']
).properties(
title='Platform Occupancy Changes Over Time'
)
# Save the charts as an HTML file
combined_chart = (line_chart & stacked_area_chart)
combined_chart
Out[100]:
In [102]:
import altair as alt
import pandas as pd
# Convert datetime columns to datetime objects
df_equipment = dataframes['log=equipment']
df_equipment['datetime'] = pd.to_datetime(df_equipment['datetime'])
# Aggregate equipment state counts by type and state
equipment_state_count = df_equipment.groupby(['equipmentType', 'state']).size().reset_index(name='count')
# Create a bar chart to visualize equipment state counts
equipment_state_chart = alt.Chart(equipment_state_count).mark_bar().encode(
x='equipmentType:N',
y='count:Q',
color='state:N',
tooltip=['equipmentType:N', 'count:Q', 'state:N']
).interactive().properties(
title='Equipment State Counts by Type'
)
equipment_state_chart
Out[102]:
In [106]:
import pandas as pd
import altair as alt
# Convert 'datetime' columns to datetime objects (if not already done)
df_berth = dataframes['log=berth']
df_berth['datetime'] = pd.to_datetime(df_berth['datetime'], errors='coerce')
# Filter out any rows with NaT in datetime to avoid issues during grouping
df_berth = df_berth.dropna(subset=['datetime'])
# Extract hour-level information to reduce data size and improve processing speed
df_berth['hour'] = df_berth['datetime'].dt.floor('H')
# Group by hour to count the train movements, combining data at the hour level
df_berth_grouped = df_berth.groupby(['hour']).size().reset_index(name='train_count')
# Create an interactive line chart with Altair
chart = alt.Chart(df_berth_grouped).mark_line().encode(
x='hour:T',
y='train_count:Q',
tooltip=['hour:T', 'train_count:Q']
).properties(
title='Train Movements Over Time',
width=800,
height=400
).interactive() # Allows zooming and panning
# Save the chart as an HTML file
chart
Out[106]:
In [111]:
import pandas as pd
df_berthDisplay = dataframes["log=berthDisplay"]
# Ensure the 'berth' columns in both DataFrames are of the same data type
df_berthDisplay['berth'] = df_berthDisplay['berth'].astype(str)
berthmap['berth'] = berthmap['berth'].astype(str)
# Perform the merge/join operation
df_combined = pd.merge(df_berthDisplay, berthmap, on='berth', how='inner')
# Display the head of the resulting DataFrame to confirm the join
print(df_combined.head())
datetime type berth state train train_date \
0 2023-01-07 04:37:01.000 berthDisplay 0486 occupied 132.0 2023-01-07
1 2023-01-07 10:26:04.000 berthDisplay 0486 clear NaN NaN
2 2023-01-06 00:11:00.000 berthDisplay 0486 occupied 126.0 2023-01-07
3 2023-01-06 00:11:02.000 berthDisplay 0486 clear NaN NaN
4 2023-03-11 04:22:07.000 berthDisplay 0486 occupied 106.0 2023-03-11
train_time train_datetime delta location Direction \
0 04:37:01.000 2023-01-07 04:37:01.000 0:00:00 St James Out
1 NaN NaN NaN St James Out
2 00:11:40.000 2023-01-07 00:11:40.000 1 day, 0:00:40 St James Out
3 NaN NaN NaN St James Out
4 04:22:17.000 2023-03-11 04:22:17.000 0:00:10 St James Out
Branch Route
0 St James Yellow
1 St James Yellow
2 St James Yellow
3 St James Yellow
4 St James Yellow
In [146]:
import pandas as pd
berthhistory = dataframes["berthhistory"]
# Ensure the 'berth' columns in both DataFrames are of the same data type
berthhistory['berth'] = berthhistory['berth'].astype(str)
berthmap['berth'] = berthmap['berth'].astype(str)
# Perform the merge/join operation
df_combine_berthhistory = pd.merge(berthhistory, berthmap, on='berth', how='inner')
# Display the head of the resulting DataFrame to confirm the join
print(df_combine_berthhistory.head())
datetime berth train state location Direction Branch \ 0 2023-01-07 09:28:00 0553 109 departure Airport In Airport 1 2023-01-07 09:30:09 0553 110 arrival Airport In Airport 2 2023-01-07 09:40:04 0553 110 departure Airport In Airport 3 2023-01-07 09:56:00 0553 102 arrival Airport In Airport 4 2023-01-07 10:04:06 0553 102 departure Airport In Airport Route 0 Green 1 Green 2 Green 3 Green 4 Green
In [154]:
df_combine_berthhistory = df_combine_berthhistory[df_combine_berthhistory['location'].notna() & (df_combine_berthhistory['location'].str.strip() != '')]
df_combine_berthhistory['location'].unique()
Out[154]:
array(['Airport', 'Pelaw', 'Simonside', 'Heworth', 'Bede', 'Shiremoor',
'Northumberland Park', 'Monument', 'Central', 'Palmersville',
'Felling', 'Wansbeck Road', 'Regent Centre', 'Manors',
'Ilford Road', 'West Jesmond', 'Gateshead', 'Chichester',
'Tyne Dock', 'Chillingham Road', 'Benton', 'Haymarket', 'Jesmond',
'Pelaw Sidings', 'Howdon', 'Callerton Parkway', 'Whitley Bay',
'Cullercoats', 'Percy Main', 'Tynemouth', 'West Monkseaton',
'Byker', 'Monkseaton', 'Four Lane Ends', 'St James',
'Kingston Park', 'South Gosforth', 'Gateshead Stadium',
'Bank Foot', 'North Shields', 'Longbenton', 'Monument (Low Level)',
'Walkergate', 'Meadow Well', 'South Shields', 'Hebburn', 'Jarrow',
'Fawdon', 'Wallsend', 'Hadrian Road', 'Wansbeck Road Siding',
'HSD', 'Stoneyhurst Road', 'Gosforth Depot', 'Stoddart Sidings',
'North Shields Staff Platform', 'Monkseaton Staff Platform', 'NCL'],
dtype=object)
In [ ]:
df_merged_trainBH = pd.merge(df_combine_berthhistory, df_train_stations, on='train', how='inner')
In [157]:
import pandas as pd
import random
# Provided data
train_ids = [
109, 110, 102, 107, 105, 112, 108, 111, 101, 103, 104, 106, 141, 195, 182,
191, 194, 162, 192, 121, 148, 151, 164, 161, 163, 169, 172, 187, 156, 193,
188, 157, 147, 181, 168, 142, 143, 171, 184, 166, 173, 165, 174, 133, 134,
135, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 136, 152, 144,
145, 146, 154, 155, 153, 158, 183, 113, 198, 199, 167, 116, 114, 115, 196,
197, 189, 178
]
locations = [
'Airport', 'Pelaw', 'Simonside', 'Heworth', 'Bede', 'Shiremoor',
'Northumberland Park', 'Monument', 'Central', 'Palmersville',
'Felling', 'Wansbeck Road', 'Regent Centre', 'Manors',
'Ilford Road', 'West Jesmond', 'Gateshead', 'Chichester',
'Tyne Dock', 'Chillingham Road', 'Benton', 'Haymarket', 'Jesmond',
'Pelaw Sidings', 'Howdon', 'Callerton Parkway', 'Whitley Bay',
'Cullercoats', 'Percy Main', 'Tynemouth', 'West Monkseaton',
'Byker', 'Monkseaton', 'Four Lane Ends', 'St James',
'Kingston Park', 'South Gosforth', 'Gateshead Stadium',
'Bank Foot', 'North Shields', 'Longbenton', 'Monument (Low Level)',
'Walkergate', 'Meadow Well', 'South Shields', 'Hebburn', 'Jarrow',
'Fawdon', 'Wallsend', 'Hadrian Road', 'Wansbeck Road Siding',
'HSD', 'Stoneyhurst Road', 'Gosforth Depot', 'Stoddart Sidings',
'North Shields Staff Platform', 'Monkseaton Staff Platform', 'NCL'
]
# Create a dataframe with unique train IDs and random start and destination stations
data = {
'train': train_ids,
'start_station': [random.choice(locations) for _ in train_ids],
'destination': [random.choice(locations) for _ in train_ids]
}
df_train_stations = pd.DataFrame(data)
df_train_stations
Out[157]:
| train | start_station | destination | |
|---|---|---|---|
| 0 | 109 | West Monkseaton | Haymarket |
| 1 | 110 | Howdon | Palmersville |
| 2 | 102 | Four Lane Ends | Central |
| 3 | 107 | Hadrian Road | Bede |
| 4 | 105 | Regent Centre | Whitley Bay |
| ... | ... | ... | ... |
| 73 | 115 | South Shields | Jesmond |
| 74 | 196 | Stoneyhurst Road | Shiremoor |
| 75 | 197 | Howdon | Gosforth Depot |
| 76 | 189 | South Gosforth | Walkergate |
| 77 | 178 | Callerton Parkway | Manors |
78 rows × 3 columns
In [159]:
df_merged_trainBH = pd.merge(df_combine_berthhistory, df_train_stations, on='train', how='inner')
df_merged_trainBH
Out[159]:
| datetime | berth | train | state | location | Direction | Branch | Route | start_station | destination | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2023-01-07 09:28:00 | 0553 | 109 | departure | Airport | In | Airport | Green | West Monkseaton | Haymarket |
| 1 | 2023-01-07 12:29:01 | 0553 | 109 | arrival | Airport | In | Airport | Green | West Monkseaton | Haymarket |
| 2 | 2023-01-07 12:40:08 | 0553 | 109 | departure | Airport | In | Airport | Green | West Monkseaton | Haymarket |
| 3 | 2023-01-07 17:18:09 | 0553 | 109 | arrival | Airport | In | Airport | Green | West Monkseaton | Haymarket |
| 4 | 2023-01-07 17:28:03 | 0553 | 109 | departure | Airport | In | Airport | Green | West Monkseaton | Haymarket |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 1912463 | 2023-03-07 06:41:00 | 0110 | 178 | departure | Stoneyhurst Road | Shunt | Core | Core | Callerton Parkway | Manors |
| 1912464 | 2023-03-07 06:34:03 | 0169 | 178 | arrival | Gosforth Depot | In | Gosforth Depot | Core | Callerton Parkway | Manors |
| 1912465 | 2023-03-07 07:34:00 | 0169 | 178 | departure | Gosforth Depot | In | Gosforth Depot | Core | Callerton Parkway | Manors |
| 1912466 | 2023-03-07 06:41:00 | X102 | 178 | arrival | South Gosforth | Out | Core | Core | Callerton Parkway | Manors |
| 1912467 | 2023-03-07 06:41:08 | X102 | 178 | departure | South Gosforth | Out | Core | Core | Callerton Parkway | Manors |
1912468 rows × 10 columns
In [162]:
import pandas as pd
# Convert 'datetime' column to datetime objects for proper time calculations
df_merged_trainBH['datetime'] = pd.to_datetime(df_merged_trainBH['datetime'])
# Sort by 'train', 'location', and 'datetime' to ensure events are in chronological order
df_sorted = df_merged_trainBH.sort_values(by=['train', 'location', 'datetime'])
# Create a new column 'next_event' that shifts 'state' column by -1
df_sorted['next_event'] = df_sorted['state'].shift(-1)
# Create a new column 'next_datetime' that shifts 'datetime' column by -1
df_sorted['next_datetime'] = df_sorted['datetime'].shift(-1)
# Filter out only the rows where the current state is 'arrival' and the next state is 'departure'
df_arrival_departure = df_sorted[(df_sorted['state'] == 'arrival') & (df_sorted['next_event'] == 'departure')]
# Calculate the time difference between 'next_datetime' and 'datetime'
df_arrival_departure['time_diff'] = (df_arrival_departure['next_datetime'] - df_arrival_departure['datetime']).dt.total_seconds() / 60 # in minutes
# Group by 'train' and 'location' and calculate the average time difference
avg_time_diff = df_arrival_departure.groupby(['train', 'location'])['time_diff'].mean().reset_index()
print(avg_time_diff)
train location time_diff 0 101 Airport 1.060440 1 101 Bank Foot 1.481578 2 101 Bede 1.706667 3 101 Benton 1.497917 4 101 Byker 2.122222 ... ... ... ... 3555 199 Simonside 1.225000 3556 199 South Gosforth 22.277083 3557 199 Tyne Dock 108.305556 3558 199 Wansbeck Road Siding 0.916667 3559 199 West Jesmond 0.810000 [3560 rows x 3 columns]
/var/folders/5x/9fc_kx7x40q9bfkx8k4j0f340000gn/T/ipykernel_69427/4269272973.py:19: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
In [173]:
from scipy import stats
# Calculate Z-scores to identify outliers
df_arrival_departure['z_score'] = stats.zscore(df_arrival_departure['time_diff'])
# Flag rows as delayed if the Z-score is beyond a typical threshold (e.g., Z > 2 or Z < -2)
df_arrival_departure['delay_flag'] = df_arrival_departure['z_score'].abs() > 2
# Add a column to predict future delays based on previous delays
df_arrival_departure['predict_delay'] = df_arrival_departure['delay_flag'].shift(1).fillna(False)
# Display the updated DataFrame with flags and predictions
final_df = df_arrival_departure[['train', 'location', 'time_diff', 'z_score', 'delay_flag', 'predict_delay']]
display(final_df)
/var/folders/5x/9fc_kx7x40q9bfkx8k4j0f340000gn/T/ipykernel_69427/532773039.py:4: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy /var/folders/5x/9fc_kx7x40q9bfkx8k4j0f340000gn/T/ipykernel_69427/532773039.py:7: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy /var/folders/5x/9fc_kx7x40q9bfkx8k4j0f340000gn/T/ipykernel_69427/532773039.py:10: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
| train | location | time_diff | z_score | delay_flag | predict_delay | |
|---|---|---|---|---|---|---|
| 387770 | 101 | Airport | 3.966667 | 0.276568 | False | False |
| 387760 | 101 | Airport | 0.016667 | -0.224671 | False | False |
| 387762 | 101 | Airport | 0.033333 | -0.222556 | False | False |
| 387764 | 101 | Airport | 0.016667 | -0.224671 | False | False |
| 387766 | 101 | Airport | 0.933333 | -0.108350 | False | False |
| ... | ... | ... | ... | ... | ... | ... |
| 1910060 | 199 | West Jesmond | 0.050000 | -0.220441 | False | False |
| 1910108 | 199 | West Jesmond | 0.083333 | -0.216211 | False | False |
| 1910058 | 199 | West Jesmond | 1.966667 | 0.022776 | False | False |
| 1910110 | 199 | West Jesmond | 0.900000 | -0.112580 | False | False |
| 1910056 | 199 | West Jesmond | 1.050000 | -0.093545 | False | False |
911986 rows × 6 columns
In [167]:
import pandas as pd
# Assume df_merged_trainBH is already loaded and contains the relevant columns
# Select the relevant columns for the schedule, including the time for arrivals and departures
train_schedule = df_merged_trainBH[['train', 'start_station', 'destination', 'Route', 'datetime', 'state']]
# Extract only the time portion from the datetime column
train_schedule['time'] = pd.to_datetime(train_schedule['datetime']).dt.time
# Drop the original datetime column as we only need the time
train_schedule = train_schedule.drop(columns=['datetime'])
# Sort by train and time to ensure chronological order
train_schedule = train_schedule.sort_values(by=['train', 'time'])
# Filter out only the rows where the state is either 'arrival' or 'departure'
train_schedule = train_schedule[train_schedule['state'].isin(['arrival', 'departure'])]
# Display the schedule with times
print(train_schedule)
/var/folders/5x/9fc_kx7x40q9bfkx8k4j0f340000gn/T/ipykernel_69427/998173122.py:9: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
train start_station destination Route state time 388108 101 Pelaw Sidings Longbenton Green arrival 00:00:00 402436 101 Pelaw Sidings Longbenton Core arrival 00:00:01 403556 101 Pelaw Sidings Longbenton Core arrival 00:00:01 404156 101 Pelaw Sidings Longbenton Core arrival 00:00:02 388109 101 Pelaw Sidings Longbenton Green departure 00:00:03 ... ... ... ... ... ... ... 1910046 199 Jesmond Ilford Road Core arrival 23:56:01 1910152 199 Jesmond Ilford Road Yellow arrival 23:56:02 1910043 199 Jesmond Ilford Road Core departure 23:56:05 1910047 199 Jesmond Ilford Road Core departure 23:57:08 1910153 199 Jesmond Ilford Road Yellow departure 23:58:09 [1912468 rows x 6 columns]
In [171]:
import pandas as pd
# Assume df_merged_trainBH is already loaded and contains the relevant columns
# Convert the datetime column to a datetime object
df_merged_trainBH['datetime'] = pd.to_datetime(df_merged_trainBH['datetime'])
# Extract only the time from the datetime column for easier aggregation
df_merged_trainBH['time'] = df_merged_trainBH['datetime'].dt.time
# Finding the first train arriving per location
first_arrivals = df_merged_trainBH[df_merged_trainBH['state'] == 'arrival'].groupby(['location', 'Route', 'destination'])['time'].apply(lambda x: (pd.Series([pd.Timestamp.combine(pd.Timestamp.today(), t) for t in x]).mean().time())).reset_index()
first_arrivals.rename(columns={'Route': 'train_route', 'destination': 'first_arrival_destination', 'time': 'arrival_time'}, inplace=True)
# Finding the last train leaving per location
last_departures = df_merged_trainBH[df_merged_trainBH['state'] == 'departure'].groupby(['location', 'Route', 'destination'])['time'].apply(lambda x: (pd.Series([pd.Timestamp.combine(pd.Timestamp.today(), t) for t in x]).mean().time())).reset_index()
last_departures.rename(columns={'Route': 'train_route', 'destination': 'last_departure_destination', 'time': 'departure_time'}, inplace=True)
# Merging the two dataframes to have both first arrival and last departure per location
first_last_trains = pd.merge(first_arrivals, last_departures, on=['location', 'train_route'], how='outer')
# Display the result
first_last_trains = first_last_trains[['location', 'train_route', 'first_arrival_destination', 'arrival_time', 'last_departure_destination', 'departure_time']]
display(first_last_trains)
| location | train_route | first_arrival_destination | arrival_time | last_departure_destination | departure_time | |
|---|---|---|---|---|---|---|
| 0 | Airport | Green | Airport | 12:28:04.333333 | Airport | 12:38:04.333333 |
| 1 | Airport | Green | Airport | 12:28:04.333333 | Bank Foot | 14:28:45.486636 |
| 2 | Airport | Green | Airport | 12:28:04.333333 | Bede | 14:13:58.251054 |
| 3 | Airport | Green | Airport | 12:28:04.333333 | Benton | 15:20:23.920000 |
| 4 | Airport | Green | Airport | 12:28:04.333333 | Callerton Parkway | 12:38:40.722222 |
| ... | ... | ... | ... | ... | ... | ... |
| 79956 | Whitley Bay | Yellow | Whitley Bay | 08:22:52 | Tyne Dock | 14:30:36.249999 |
| 79957 | Whitley Bay | Yellow | Whitley Bay | 08:22:52 | Tynemouth | 13:27:10.999043 |
| 79958 | Whitley Bay | Yellow | Whitley Bay | 08:22:52 | Walkergate | 15:04:49.375000 |
| 79959 | Whitley Bay | Yellow | Whitley Bay | 08:22:52 | Wansbeck Road Siding | 13:22:50.884763 |
| 79960 | Whitley Bay | Yellow | Whitley Bay | 08:22:52 | Whitley Bay | 08:24:19.249999 |
79961 rows × 6 columns
In [130]:
df_combined = df_combined[df_combined['location'].notna() & (df_combined['location'].str.strip() != '')]
In [131]:
df_combined['location'].unique()
Out[131]:
array(['St James', 'Monument (Low Level)', 'Manors', 'Airport',
'Stoneyhurst Road', 'Gosforth Depot', 'Regent Centre',
'South Gosforth', 'Ilford Road', 'West Jesmond', 'Jesmond',
'Haymarket', 'Monument', 'Longbenton', 'Central', 'Four Lane Ends',
'Benton', 'Gateshead', 'Palmersville', 'Northumberland Park',
'Gateshead Stadium', 'Shiremoor', 'Felling', 'West Monkseaton',
'Heworth', 'Monkseaton', 'Whitley Bay', 'Wansbeck Road', 'Pelaw',
'Pelaw Sidings', 'Tynemouth', 'Kingston Park', 'Bank Foot',
'Byker', 'Hebburn', 'Callerton Parkway', 'Chillingham Road',
'Walkergate', 'Jarrow', 'Wallsend', 'Hadrian Road', 'Bede',
'Howdon', 'Simonside', 'Tyne Dock', 'Percy Main', 'Cullercoats',
'Chichester', 'North Shields', 'South Shields', 'Fawdon',
'Meadow Well', 'Wansbeck Road Siding', 'Stoddart Sidings', 'HSD',
'Monkseaton Staff Platform', 'North Shields Staff Platform', 'NCL'],
dtype=object)
In [134]:
import altair as alt
import pandas as pd
# Ensure 'datetime' is in datetime format
df_combined['datetime'] = pd.to_datetime(df_combined['datetime'])
# Group by location, route, and hour to calculate train frequency
df_combined['hour'] = df_combined['datetime'].dt.floor('H')
train_frequency = df_combined.groupby(['hour', 'location', 'Route']).size().reset_index(name='train_count')
#universal class selection and class color
class_selection = alt.selection_point(fields=['location'], name='Select')
class_color = alt.condition(class_selection, alt.Color('location:N',legend = None, scale = alt.Scale(scheme = 'tableau20')), alt.value('lightgray'))
#universal legend
legend = alt.Chart(df_combined).mark_point().encode(
y=alt.Y('Route', axis=alt.Axis(orient='right')),
shape=alt.Shape('Route:N',legend=None),
color=class_color,
).add_params(
class_selection
)
/var/folders/5x/9fc_kx7x40q9bfkx8k4j0f340000gn/T/ipykernel_69427/1376433014.py:5: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy /var/folders/5x/9fc_kx7x40q9bfkx8k4j0f340000gn/T/ipykernel_69427/1376433014.py:8: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
In [140]:
# Create an interactive line chart with Altair
chart = alt.Chart(train_frequency).mark_bar(point=True).encode(
x='location:N',
y='train_count:Q',
color=class_color,
strokeDash='Route:N',
tooltip=['hour:T', 'location:N', 'Route:N', 'train_count:Q']
).properties(
width=800,
height=400,
title='Train Frequency Over Time by Location and Route'
).transform_filter(class_selection)
# Show the chart
alt.hconcat(chart, legend)
Out[140]: